All Tutorials | DataField.Dev

Track & Field Beginner

Reaction Time Analysis

Sprinting

10 min 0

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Track & Field Intermediate

Split Time Analysis

Sprinting

10 min 0

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Track & Field Intermediate

Speed Curves

Sprinting

10 min 0

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Track & Field Intermediate

Wind Adjustment

Sprinting

10 min 0

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Track & Field Intermediate

200m and 400m Analysis

Sprinting

10 min 0

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Track & Field Intermediate

Pacing Strategies

Distance Running

10 min 0

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Track & Field Advanced

Lactate Threshold

Distance Running

10 min 0

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Track & Field Intermediate

Marathon Analytics

Distance Running

10 min 0

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Track & Field Intermediate

Race Tactics

Distance Running

10 min 0

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Track & Field Intermediate

Shot Put Mechanics

Field Events

10 min 0

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Track & Field Intermediate

Long Jump Analysis

Field Events

10 min 0

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Track & Field Intermediate

High Jump Technique

Field Events

10 min 0

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Track & Field Advanced

Pole Vault Analytics

Field Events

10 min 0

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Track & Field Intermediate

Stroke Rate Analysis

Swimming

10 min 0

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Track & Field Intermediate

Underwater Phases

Swimming

10 min 0

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Track & Field Intermediate

Split Analysis Swimming

Swimming

10 min 0

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Track & Field Advanced

Technique Efficiency

Swimming

10 min 0

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Track & Field Advanced

World Record Projections

Performance Modeling

10 min 0

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Track & Field Intermediate

Personal Best Prediction

Performance Modeling

10 min 0

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Track & Field Intermediate

Age Performance Curves

Performance Modeling

10 min 0

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Track & Field Intermediate

Periodization

Training Analytics

10 min 0

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Track & Field Advanced

Taper Strategies

Training Analytics

10 min 0

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Track & Field Advanced

Altitude Training

Training Analytics

10 min 0

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Rugby Beginner

Introduction to Rugby Analytics

Getting Started

10 min 0

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Rugby Beginner

Union vs League Analytics

Getting Started

10 min 0

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Rugby Beginner

Rugby Data Sources

Getting Started

10 min 0

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Rugby Intermediate

Carry Analytics

Attack Analytics

10 min 0

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Rugby Intermediate

Line Break Analysis

Attack Analytics

10 min 0

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Rugby Intermediate

Offload Analytics

Attack Analytics

10 min 0

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Rugby Intermediate

Try Scoring Patterns

Attack Analytics

10 min 0

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Rugby Intermediate

Tackle Metrics

Defense Analytics

10 min 0

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Rugby Intermediate

Turnover Analysis

Defense Analytics

10 min 0

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Rugby Intermediate

Defensive Line Speed

Defense Analytics

10 min 0

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Rugby Intermediate

Scrum Analytics

Set Pieces

10 min 0

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Rugby Intermediate

Lineout Analysis

Set Pieces

10 min 0

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Rugby Intermediate

Maul Effectiveness

Set Pieces

10 min 0

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Rugby Intermediate

Territorial Kicking

Kicking Game

10 min 0

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Rugby Intermediate

Contestable Kicks

Kicking Game

10 min 0

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Rugby Intermediate

Goal Kicking

Kicking Game

10 min 0

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Rugby Advanced

GPS Workload

Player Tracking

10 min 0

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Rugby Advanced

Fatigue Monitoring

Player Tracking

10 min 0

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Rugby Intermediate

Phase Play Analysis

Team Strategy

10 min 0

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Rugby Advanced

Pattern Recognition

Team Strategy

10 min 0

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Rugby Intermediate

Six Nations Analytics

International Rugby

10 min 0

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Rugby Intermediate

Rugby Championship

International Rugby

10 min 0

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Rugby Intermediate

World Cup Analysis

International Rugby

10 min 0

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Esports Beginner

Introduction to Esports Analytics

Getting Started

10 min 0

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Esports Beginner

Esports Data Sources

Getting Started

10 min 0

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Esports Beginner

Common Esports Metrics

Getting Started

10 min 0

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Esports Intermediate

Champion Analytics

League of Legends

10 min 0

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Esports Intermediate

Draft Analysis

League of Legends

10 min 0

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Esports Intermediate

Objective Control

League of Legends

10 min 0

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Esports Advanced

Team Fight Analysis

League of Legends

10 min 0

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Esports Intermediate

CS Economy Management

Counter-Strike

10 min 0

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Esports Intermediate

Map Control Analytics

Counter-Strike

10 min 0

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Esports Intermediate

Utility Usage

Counter-Strike

10 min 0

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Esports Advanced

Trade Fragging

Counter-Strike

10 min 0

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Esports Intermediate

Agent Win Rates

Valorant

10 min 0

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Esports Intermediate

Ability Usage

Valorant

10 min 0

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Esports Intermediate

Valorant Economy

Valorant

10 min 0

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Esports Intermediate

Aim Analytics

General FPS

10 min 0

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Esports Intermediate

Positioning Analysis

General FPS

10 min 0

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Esports Advanced

Clutch Performance

General FPS

10 min 0

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Esports Intermediate

Laning Phase Analysis

MOBA Analytics

10 min 0

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Esports Advanced

Macro Decision Making

MOBA Analytics

10 min 0

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Esports Intermediate

Team Composition Theory

MOBA Analytics

10 min 0

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Esports Intermediate

Consistency Metrics

Player Performance

10 min 0

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Esports Intermediate

Peak Performance

Player Performance

10 min 0

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Esports Intermediate

Role-Specific Stats

Player Performance

10 min 0

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Esports Advanced

Roster Building

Team Management

10 min 0

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Esports Advanced

Coaching Analytics

Team Management

10 min 0

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Formula 1 Beginner

Introduction to F1 Analytics

Getting Started

10 min 0

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Formula 1 Beginner

F1 Data Sources

Getting Started

10 min 0

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Formula 1 Beginner

Understanding F1 Timing

Getting Started

10 min 0

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Formula 1 Intermediate

Tire Strategy Fundamentals

Race Strategy

10 min 0

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Formula 1 Intermediate

Pit Stop Analytics

Race Strategy

10 min 0

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Formula 1 Intermediate

Undercut and Overcut

Race Strategy

10 min 0

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Formula 1 Advanced

Safety Car Strategy

Race Strategy

10 min 0

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Formula 1 Intermediate

Telemetry Analysis Basics

Car Performance

10 min 0

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Formula 1 Advanced

Downforce and Drag

Car Performance

10 min 0

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Formula 1 Advanced

Power Unit Performance

Car Performance

10 min 0

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Formula 1 Intermediate

Brake Performance

Car Performance

10 min 0

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Formula 1 Intermediate

Qualifying Performance

Driver Analytics

10 min 0

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Formula 1 Intermediate

Race Pace Analysis

Driver Analytics

10 min 0

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Formula 1 Intermediate

Overtaking Analytics

Driver Analytics

10 min 0

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Formula 1 Advanced

Wet Weather Driving

Driver Analytics

10 min 0

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Formula 1 Intermediate

Tire Management

Driver Analytics

10 min 0

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Formula 1 Intermediate

Constructor Performance

Team Analytics

10 min 0

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Formula 1 Intermediate

Pit Crew Analysis

Team Analytics

10 min 0

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Formula 1 Intermediate

Reliability Tracking

Team Analytics

10 min 0

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Formula 1 Intermediate

Temperature Impact

Weather and Conditions

10 min 0

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Formula 1 Advanced

Wet Race Analysis

Weather and Conditions

10 min 0

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Formula 1 Intermediate

Regulation Era Comparison

Historical Analysis

10 min 0

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Formula 1 Advanced

All-Time Driver Rankings

Historical Analysis

10 min 0

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Formula 1 Advanced

Race Prediction Models

Predictions

10 min 0

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Formula 1 Advanced

Championship Probability

Predictions

10 min 0

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Cycling Beginner

Introduction to Cycling Analytics

Getting Started

10 min 0

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Cycling Beginner

Power Meter Fundamentals

Getting Started

10 min 0

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Cycling Beginner

Setting Up Your Training Zones

Getting Started

10 min 0

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Cycling Beginner

Cycling Data Platforms

Getting Started

10 min 0

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Cycling Intermediate

FTP and Critical Power

Power Analytics

10 min 0

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Cycling Intermediate

Watts Per Kilogram

Power Analytics

10 min 0

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Cycling Intermediate

Training Stress Score (TSS)

Power Analytics

10 min 0

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Cycling Advanced

Normalized Power and Variability

Power Analytics

10 min 0

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Cycling Intermediate

Breakaway Analytics

Race Strategy

10 min 0

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Cycling Intermediate

Drafting and Aerodynamics

Race Strategy

10 min 0

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Cycling Intermediate

Team Tactics and Roles

Race Strategy

10 min 0

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Cycling Advanced

Pacing Strategy

Race Strategy

10 min 0

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Cycling Intermediate

VAM and Climbing Speed

Climbing Analytics

10 min 0

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Cycling Intermediate

Gradient Impact

Climbing Analytics

10 min 0

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Cycling Advanced

Weight Considerations

Climbing Analytics

10 min 0

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Cycling Intermediate

Peak Power Analysis

Sprint Analytics

10 min 0

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Cycling Intermediate

Leadout Train Analysis

Sprint Analytics

10 min 0

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Cycling Intermediate

Sprint Positioning Strategy

Sprint Analytics

10 min 0

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Cycling Intermediate

Stage Hunting Strategy

Grand Tour Analysis

10 min 0

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Cycling Advanced

GC Strategy and Time Gaps

Grand Tour Analysis

10 min 0

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Cycling Advanced

Recovery and Fatigue Management

Grand Tour Analysis

10 min 0

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Cycling Advanced

Aerodynamics and CdA

Equipment Analytics

10 min 0

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Cycling Intermediate

Bike Fit Optimization

Equipment Analytics

10 min 0

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Cycling Intermediate

Tire Pressure and Rolling Resistance

Equipment Analytics

10 min 0

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Cricket Beginner

Batting Basics: Grip, Stance, and Shot Fundamentals

Getting Started

10 min 0

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Cricket Beginner

Bowling Basics: Action, Line, and Length

Getting Started

10 min 0

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Cricket Beginner

Fielding Introduction: Positions and Catching Techniques

Getting Started

10 min 0

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Cricket Intermediate

Strike Rate Analysis: Balancing Attack and Defense

Batting Analytics

10 min 0

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Cricket Intermediate

Batting Average: Consistency and Reliability

Batting Analytics

10 min 0

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Cricket Advanced

Wagon Wheel Analysis: Understanding Scoring Zones

Batting Analytics

10 min 0

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Cricket Advanced

Shot Selection: Making Smart Decisions

Batting Analytics

10 min 0

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Cricket Intermediate

Economy Rate: Controlling Run Flow

Bowling Analytics

10 min 0

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Cricket Intermediate

Wicket-Taking Ability: Strike Rate and Average

Bowling Analytics

10 min 0

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Cricket Advanced

Bowling Variations: Deceiving the Batsman

Bowling Analytics

10 min 0

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Cricket Advanced

Line and Length Mastery: Consistency Wins Matches

Bowling Analytics

10 min 0

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Cricket Intermediate

Catching Analysis: Success Rates and Opportunities

Fielding Analytics

10 min 0

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Cricket Intermediate

Run Out Analysis: Direct Hits and Efficiency

Fielding Analytics

10 min 0

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Cricket Advanced

Fielding Positions: Strategic Placement and Optimization

Fielding Analytics

10 min 0

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Cricket Advanced

Powerplay Strategy: Maximizing the Field Restrictions

Match Strategy

10 min 0

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Cricket Advanced

Death Overs Mastery: The Final Push

Match Strategy

10 min 0

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Cricket Advanced

DLS Method: Understanding Rain-Affected Matches

Match Strategy

10 min 0

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Cricket Intermediate

Test Cricket: The Ultimate Challenge

Format Comparison

10 min 0

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Cricket Intermediate

ODI Cricket: The Balanced Format

Format Comparison

10 min 0

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Cricket Intermediate

T20 Cricket: Fast-Paced Entertainment

Format Comparison

10 min 0

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Cricket Advanced

Format Comparison: Skills and Strategy Across Formats

Format Comparison

10 min 0

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Cricket Advanced

All-Rounder Metrics: Evaluating Dual Skills

Player Evaluation

10 min 0

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Cricket Advanced

Impact Scores: Measuring Match-Winning Contributions

Player Evaluation

10 min 0

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Cricket Advanced

Batting Order Optimization: Finding the Perfect Lineup

Team Analytics

10 min 0

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Cricket Advanced

Bowling Rotation: Managing Your Attack

Team Analytics

10 min 1

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Boxing Beginner

Introduction to Boxing Analytics

Getting Started

10 min 0

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Boxing Beginner

CompuBox Basics

Getting Started

10 min 0

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Boxing Beginner

Reading Fight Statistics

Getting Started

10 min 0

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Boxing Intermediate

Jab Analysis

Punch Analytics

10 min 0

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Boxing Intermediate

Power Punch Breakdown

Punch Analytics

10 min 0

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Boxing Intermediate

Punch Accuracy Analysis

Punch Analytics

10 min 0

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Boxing Intermediate

Punch Volume and Output

Punch Analytics

10 min 0

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Boxing Intermediate

Defensive Efficiency Metrics

Defense Analytics

10 min 0

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Boxing Intermediate

Blocking and Parrying Analysis

Defense Analytics

10 min 0

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Boxing Advanced

Ring Generalship and Control

Defense Analytics

10 min 0

View Tutorial

Boxing Intermediate

Distance Management

Fight Strategy

10 min 0

View Tutorial

Boxing Intermediate

Pressure vs. Counter-Punching

Fight Strategy

10 min 0

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Boxing Advanced

Combination Punching Patterns

Fight Strategy

10 min 0

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Boxing Advanced

In-Fight Adjustments

Fight Strategy

10 min 0

View Tutorial

Boxing Beginner

Round-by-Round Scoring

Judging and Scoring

10 min 0

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Boxing Advanced

Judge Tendencies and Biases

Judging and Scoring

10 min 0

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Boxing Advanced

Controversial Decision Analysis

Judging and Scoring

10 min 0

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Boxing Intermediate

Reach and Height Advantages

Physical Metrics

10 min 0

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Boxing Intermediate

Weight Class Dynamics

Physical Metrics

10 min 0

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Boxing Intermediate

Southpaw vs. Orthodox Analytics

Physical Metrics

10 min 0

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Boxing Advanced

Fighter Aging Curves

Career Analytics

10 min 0

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Boxing Intermediate

Comeback Performance Analysis

Career Analytics

10 min 0

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Boxing Advanced

Damage Accumulation and Longevity

Career Analytics

10 min 0

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MMA Beginner

Scoring Criteria Analysis

Judging Analytics

10 min 0

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MMA Intermediate

Judge Tendencies

Judging Analytics

10 min 0

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MMA Intermediate

Controversial Decision Analysis

Judging Analytics

10 min 0

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MMA Intermediate

Cardio and Pace Analysis

Conditioning and Weight

10 min 0

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MMA Intermediate

Weight Cut Impact

Conditioning and Weight

10 min 0

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MMA Intermediate

Altitude and Environment

Conditioning and Weight

10 min 0

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MMA Advanced

Fighter Aging Curves

Career Analytics

10 min 0

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MMA Intermediate

Damage Accumulation

Career Analytics

10 min 0

View Tutorial

MMA Intermediate

Camp and Training Analysis

Career Analytics

10 min 0

View Tutorial

MMA Intermediate

Comeback Fight Analysis

Career Analytics

10 min 0

View Tutorial

Soccer Intermediate

Corner Kick Analytics

Set Pieces

10 min 0

View Tutorial

Soccer Intermediate

Free Kick Analysis

Set Pieces

10 min 0

View Tutorial

Soccer Intermediate

Penalty Kick Analytics

Set Pieces

10 min 0

View Tutorial

Soccer Intermediate

Throw-in Analytics

Set Pieces

10 min 0

View Tutorial

Soccer Intermediate

High Press Metrics

Pressing and Transitions

10 min 0

View Tutorial

Soccer Intermediate

Counter-Attack Analysis

Pressing and Transitions

10 min 0

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Soccer Intermediate

Defensive Transition

Pressing and Transitions

10 min 0

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Soccer Intermediate

Ball Recovery Zones

Pressing and Transitions

10 min 0

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Soccer Advanced

Player Valuation Models

Transfer Market

10 min 0

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Soccer Advanced

Transfer Success Prediction

Transfer Market

10 min 0

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Soccer Intermediate

Loan System Analytics

Transfer Market

10 min 0

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Soccer Intermediate

Agent and Intermediary Impact

Transfer Market

10 min 0

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Soccer Intermediate

Big Five League Comparison

League Comparisons

10 min 0

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Soccer Intermediate

MLS Analytics

League Comparisons

10 min 0

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Soccer Intermediate

Liga MX Analysis

League Comparisons

10 min 0

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Soccer Intermediate

Championship and Lower Leagues

League Comparisons

10 min 0

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Soccer Intermediate

Defensive Actions Value

Defensive Analytics

10 min 0

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Soccer Intermediate

Aerial Duel Analysis

Defensive Analytics

10 min 0

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Sports Betting Beginner

Introduction to Live Betting

Live Betting

10 min 0

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Sports Betting Advanced

Live Betting Models

Live Betting

10 min 0

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Sports Betting Intermediate

Timing Live Bets

Live Betting

10 min 0

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Sports Betting Intermediate

Live Total Betting

Live Betting

10 min 0

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Sports Betting Advanced

Player Prop Modeling

Props and Derivatives

10 min 0

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Sports Betting Intermediate

Alternate Lines Value

Props and Derivatives

10 min 0

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Sports Betting Intermediate

Same Game Parlays

Props and Derivatives

10 min 0

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Sports Betting Intermediate

First Scorer and Game Props

Props and Derivatives

10 min 0

View Tutorial

Sports Betting Intermediate

Championship Futures

Futures and Season-Long

10 min 0

View Tutorial

Sports Betting Intermediate

Win Total Betting

Futures and Season-Long

10 min 0

View Tutorial

Sports Betting Intermediate

Award Futures

Futures and Season-Long

10 min 0

View Tutorial

Sports Betting Intermediate

Division and Conference Betting

Futures and Season-Long

10 min 0

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Sports Betting Advanced

Backtesting Betting Models

Model Building

10 min 0

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Sports Betting Advanced

Feature Engineering for Betting

Model Building

10 min 0

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Sports Betting Beginner

Shopping Lines Effectively

Market Analysis

10 min 0

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Golf Intermediate

Green Reading Analytics

Putting Analytics

10 min 0

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Golf Intermediate

Putting Speed Control

Putting Analytics

10 min 0

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Golf Advanced

Strokes Gained Putting Deep Dive

Putting Analytics

10 min 0

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Golf Intermediate

Putting Under Pressure

Putting Analytics

10 min 0

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Golf Intermediate

Chipping Optimization

Short Game

10 min 0

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Golf Intermediate

Bunker Play Analytics

Short Game

10 min 0

View Tutorial

Golf Intermediate

Scrambling Metrics

Short Game

10 min 0

View Tutorial

Golf Intermediate

Risk-Reward Analysis

Course Management

10 min 0

View Tutorial

Golf Intermediate

Driving Strategy

Course Management

10 min 0

View Tutorial

Golf Advanced

Hole-by-Hole Strategy

Course Management

10 min 0

View Tutorial

Golf Intermediate

Weather Impact on Strategy

Course Management

10 min 0

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Golf Intermediate

Driver Fitting Analytics

Equipment Analytics

10 min 0

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Golf Beginner

Iron Gapping Analysis

Equipment Analytics

10 min 0

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Golf Intermediate

Ball Selection Analytics

Equipment Analytics

10 min 0

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Golf Intermediate

Putter Fitting Data

Equipment Analytics

10 min 0

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Volleyball Beginner

Beach Volleyball Fundamentals

Beach Volleyball

10 min 0

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Volleyball Intermediate

Sand and Weather Impact

Beach Volleyball

10 min 0

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Volleyball Intermediate

Beach Volleyball Partnerships

Beach Volleyball

10 min 0

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Volleyball Intermediate

Beach Serving Strategies

Beach Volleyball

10 min 0

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Volleyball Advanced

Setter Decision Making

Position Analytics

10 min 0

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Volleyball Intermediate

Libero Effectiveness

Position Analytics

10 min 0

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Volleyball Intermediate

Middle Blocker Analysis

Position Analytics

10 min 0

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Volleyball Intermediate

Outside Hitter Metrics

Position Analytics

10 min 0

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Volleyball Intermediate

Opposite Hitter Analytics

Position Analytics

10 min 0

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Volleyball Intermediate

Transition Offense

Offensive Analytics

10 min 0

View Tutorial

Volleyball Advanced

Quick Attack Systems

Offensive Analytics

10 min 0

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Volleyball Intermediate

Shot Selection Analysis

Offensive Analytics

10 min 0

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Volleyball Advanced

Read vs Commit Blocking

Defensive Analytics

10 min 0

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Volleyball Intermediate

Defensive Systems

Defensive Analytics

10 min 0

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Volleyball Intermediate

Olympic Volleyball Analytics

International Competition

10 min 0

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Volleyball Intermediate

League Comparison

International Competition

10 min 0

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Volleyball Advanced

Expected Points Model

Advanced Metrics

10 min 0

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Volleyball Advanced

Rally Win Probability

Advanced Metrics

10 min 0

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Tennis Intermediate

Clay Court Analytics

Surface Analysis

10 min 0

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Tennis Intermediate

Grass Court Analytics

Surface Analysis

10 min 0

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Tennis Beginner

Hard Court Analytics

Surface Analysis

10 min 0

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Tennis Advanced

Surface Transition Analysis

Surface Analysis

10 min 0

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Tennis Intermediate

Australian Open Analytics

Grand Slam Analytics

10 min 0

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Tennis Intermediate

French Open Analytics

Grand Slam Analytics

10 min 0

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Tennis Intermediate

Wimbledon Analytics

Grand Slam Analytics

10 min 0

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Tennis Intermediate

US Open Analytics

Grand Slam Analytics

10 min 0

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Tennis Advanced

Grand Slam Pressure Analytics

Grand Slam Analytics

10 min 0

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Tennis Intermediate

Doubles Team Chemistry

Doubles Strategy

10 min 0

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Tennis Intermediate

Net Play Analytics

Doubles Strategy

10 min 0

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Tennis Intermediate

Mixed Doubles Analytics

Doubles Strategy

10 min 0

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Tennis Intermediate

Second Serve Strategies

Serve Analytics

10 min 0

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Tennis Intermediate

Ace Patterns and Placement

Serve Analytics

10 min 0

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Tennis Intermediate

Baseline Rally Tactics

Rally Analysis

10 min 0

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Tennis Intermediate

Approach Shot Analytics

Rally Analysis

10 min 0

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Tennis Intermediate

Court Coverage Analytics

Physical Performance

10 min 0

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Tennis Advanced

Fatigue Impact Analysis

Physical Performance

10 min 0

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Tennis Intermediate

Scheduling and Recovery

Physical Performance

10 min 0

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Tennis Advanced

Player Aging Curves

Career Analytics

10 min 0

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Tennis Advanced

Breakthrough Prediction

Career Analytics

10 min 0

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Tennis Intermediate

Injury Impact Analysis

Career Analytics

10 min 0

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Tennis Intermediate

Tiebreak Analytics

Match Strategy

10 min 0

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Tennis Intermediate

Break Point Conversion

Match Strategy

10 min 0

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Tennis Advanced

Momentum and Runs

Match Strategy

10 min 0

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Sports Betting Intermediate

Understanding Line Movement

Market Analysis

10 min 0

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Sports Betting Intermediate

Sharp vs Public Money

Market Analysis

10 min 0

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Sports Betting Advanced

Finding Arbitrage Opportunities

Market Analysis

10 min 0

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Sports Betting Intermediate

NFL Betting Strategies

Sport-Specific Strategies

10 min 0

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Sports Betting Intermediate

NBA Betting Strategies

Sport-Specific Strategies

10 min 0

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Sports Betting Intermediate

MLB Betting Strategies

Sport-Specific Strategies

10 min 0

View Tutorial

Sports Betting Intermediate

Soccer Betting with Expected Goals

Sport-Specific Strategies

10 min 0

View Tutorial

Sports Betting Intermediate

Building Your First Betting Model

Model Building

10 min 0

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Sports Betting Intermediate

Regression Models for Point Spreads

Model Building

10 min 0

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Sports Betting Advanced

Machine Learning for Win Probability

Model Building

10 min 0

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Sports Betting Intermediate

Kelly Criterion for Bet Sizing

Bankroll Management

10 min 0

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Sports Betting Beginner

Bankroll Management Strategies

Bankroll Management

10 min 0

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Sports Betting Beginner

Understanding Betting Odds

Betting Fundamentals

10 min 0

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Sports Betting Beginner

Expected Value in Betting

Betting Fundamentals

10 min 0

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Sports Betting Beginner

Types of Sports Bets

Betting Fundamentals

10 min 0

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Sports Betting Beginner

Probability Fundamentals for Bettors

Probability & Statistics

10 min 0

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Sports Betting Intermediate

Statistical Distributions for Betting

Probability & Statistics

10 min 0

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Basketball Advanced

Player Tracking Deep Dive

Advanced Analytics

10 min 0

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Basketball Advanced

Lineup Optimization Models

Strategy & Game Theory

10 min 0

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Basketball Intermediate

Shot Selection Analytics

Strategy & Game Theory

10 min 0

View Tutorial

Basketball Intermediate

Transition Offense Analytics

Strategy & Game Theory

10 min 0

View Tutorial

Basketball Intermediate

Clutch Performance Analysis

Strategy & Game Theory

10 min 0

View Tutorial

Basketball Advanced

NBA Draft Prospect Modeling

Advanced Analytics

10 min 0

View Tutorial

Basketball Intermediate

Rest and Load Management

Advanced Analytics

10 min 0

View Tutorial

Basketball Advanced

NBA Salary Cap Strategy

Advanced Analytics

10 min 0

View Tutorial

Football Intermediate

Receiver Route Analysis

Passing Analytics

10 min 0

View Tutorial

Football Intermediate

Run Game Analytics

Rushing Analytics

10 min 0

View Tutorial

Football Advanced

Quarterback Decision Making

Passing Analytics

10 min 0

View Tutorial

Football Intermediate

Secondary Coverage Analysis

Defensive Analytics

10 min 0

View Tutorial

Football Intermediate

Line Play Evaluation

Defensive Analytics

10 min 0

View Tutorial

Football Intermediate

Special Teams Efficiency

Special Teams

10 min 0

View Tutorial

Football Intermediate

Game Script Analysis

Passing Analytics

10 min 0

View Tutorial

Football Advanced

Injury Impact Modeling

Defensive Analytics

10 min 0

View Tutorial

Football Intermediate

Weather Effects on Football

Special Teams

10 min 0

View Tutorial

Football Advanced

Playoff Prediction Models

Special Teams

10 min 0

View Tutorial

Soccer Advanced

Advanced xG Model Building

Advanced Metrics

10 min 0

View Tutorial

Soccer Intermediate

Pressing Intensity Metrics

Tactical Analysis

10 min 0

View Tutorial

Soccer Intermediate

Set Piece Analytics

Tactical Analysis

10 min 0

View Tutorial

Soccer Advanced

Transfer Market Analytics

Advanced Metrics

10 min 0

View Tutorial

Soccer Intermediate

Formation Flexibility Analysis

Tactical Analysis

10 min 0

View Tutorial

Soccer Intermediate

Physical Performance Metrics

Advanced Metrics

10 min 0

View Tutorial

Soccer Intermediate

Youth Academy Analytics

Advanced Metrics

10 min 0

View Tutorial

Soccer Advanced

Match Outcome Prediction

Advanced Metrics

10 min 0

View Tutorial

Hockey Intermediate

Defensive Zone Analytics

Defensive Analytics

10 min 0

View Tutorial

Hockey Intermediate

Faceoff Analytics

Defensive Analytics

10 min 0

View Tutorial

Hockey Intermediate

Goaltender Workload Analysis

Advanced Analytics

10 min 0

View Tutorial

Hockey Advanced

NHL Draft and Prospect Analytics

Advanced Analytics

10 min 0

View Tutorial

Hockey Intermediate

Playoff Performance Analysis

Advanced Analytics

10 min 0

View Tutorial

Hockey Advanced

NHL Salary Cap Management

Advanced Analytics

10 min 0

View Tutorial

Baseball Advanced

Game Theory in Baseball Management

Game Theory & Strategy

10 min 0

View Tutorial

Baseball Intermediate

MLB Draft Analytics

Draft & Prospect Analytics

10 min 0

View Tutorial

Baseball Advanced

Baseball Salary Cap & Arbitration

Contracts & Salary

10 min 0

View Tutorial

Baseball Intermediate

Pitcher Workload Management

Game Theory & Strategy

10 min 0

View Tutorial

Baseball Advanced

Catcher Framing Deep Dive

Game Theory & Strategy

10 min 0

View Tutorial

Baseball Intermediate

Outfield Positioning Analytics

Game Theory & Strategy

10 min 0

View Tutorial

Baseball Intermediate

Baserunning Value Models

Game Theory & Strategy

10 min 0

View Tutorial

Baseball Intermediate

Platoon Splits Analysis

Game Theory & Strategy

10 min 0

View Tutorial

Baseball Advanced

Minor League Analytics

Draft & Prospect Analytics

10 min 0

View Tutorial

Baseball Intermediate

Historical Era Adjustments

Game Theory & Strategy

10 min 0

View Tutorial

Baseball Intermediate

Introduction to Sports Machine Learning

Advanced Methods

10 min 0

View Tutorial

Baseball Advanced

Building Predictive Models for Sports

Advanced Methods

10 min 0

View Tutorial

Baseball Advanced

Time Series Analysis in Sports

Advanced Methods

10 min 0

View Tutorial

Baseball Advanced

Bayesian Methods for Sports Analytics

Advanced Methods

10 min 0

View Tutorial

Baseball Advanced

Causal Inference in Sports

Advanced Methods

10 min 0

View Tutorial

Baseball Intermediate

Sports Data Visualization Best Practices

Advanced Methods

10 min 0

View Tutorial

Baseball Intermediate

Web Scraping Sports Data

Advanced Methods

10 min 0

View Tutorial

Baseball Intermediate

SQL for Sports Analytics

Advanced Methods

10 min 0

View Tutorial

Hockey Beginner

Tracking Prospects Overseas

Part XIX: International Hockey Deep Dive

10 min 0

View Tutorial

Hockey Beginner

IIHF World Championship Analysis

Part XIX: International Hockey Deep Dive

10 min 0

View Tutorial

Hockey Beginner

Playing Style Analysis by Country

Part XIX: International Hockey Deep Dive

10 min 0

View Tutorial

Hockey Beginner

Multi-League Projection Models

Part XIX: International Hockey Deep Dive

10 min 0

View Tutorial

Hockey Beginner

Comparing European Leagues (SHL, Liiga, DEL, NL)

Part XIX: International Hockey Deep Dive

10 min 0

View Tutorial

Basketball Beginner

Building data infrastructure

Foundations and Data Infrastructure

10 min 0

View Tutorial

Basketball Beginner

Setting up nba_api Python

Foundations and Data Infrastructure

10 min 0

View Tutorial

Basketball Beginner

Setting up hoopR in R

Foundations and Data Infrastructure

10 min 0

View Tutorial

Basketball Beginner

Structuring basketball data

Foundations and Data Infrastructure

10 min 0

View Tutorial

Basketball Beginner

Data cleaning and validation

Foundations and Data Infrastructure

10 min 0

View Tutorial

Basketball Beginner

Accessing WNBA Data Sources

Part XVII: Womens Basketball and WNBA

10 min 0

View Tutorial

Basketball Beginner

Comparing WNBA Players

Part XVII: Womens Basketball and WNBA

10 min 0

View Tutorial

Basketball Beginner

WNBA Team Performance Analytics

Part XVII: Womens Basketball and WNBA

10 min 0

View Tutorial

Basketball Beginner

Historical WNBA Trends Analysis

Part XVII: Womens Basketball and WNBA

10 min 0

View Tutorial

Basketball Beginner

College to WNBA Translation

Part XVII: Womens Basketball and WNBA

10 min 0

View Tutorial

Basketball Beginner

NBA Stats API Deep Dive

Part I: Foundations and Data Infrastructure

10 min 0

View Tutorial

Basketball Beginner

Basketball Reference Data Extraction

Part I: Foundations and Data Infrastructure

10 min 0

View Tutorial

Basketball Beginner

Tracking Data Overview

Part I: Foundations and Data Infrastructure

10 min 0

View Tutorial

Basketball Beginner

Play-by-Play Data Handling

Part I: Foundations and Data Infrastructure

10 min 0

View Tutorial

Basketball Beginner

Traditional Stats Foundation

Part I: Foundations and Data Infrastructure

10 min 0

View Tutorial

Golf Intermediate

Match play strategy analysis

Match Play and Alternative Formats

10 min 0

View Tutorial

Golf Intermediate

Team competition analysis

Match Play and Alternative Formats

10 min 0

View Tutorial

Golf Intermediate

Best ball and scramble formats

Match Play and Alternative Formats

10 min 0

View Tutorial

Golf Intermediate

Skins and modified Stableford

Match Play and Alternative Formats

10 min 0

View Tutorial

Golf Intermediate

Tactical approach by format

Match Play and Alternative Formats

10 min 0

View Tutorial

Golf Beginner

Introduction to golf analytics

Foundations of Golf Analytics

10 min 0

View Tutorial

Golf Beginner

Understanding SG methodology

Foundations of Golf Analytics

10 min 0

View Tutorial

Golf Beginner

PGA Tour data and APIs

Foundations of Golf Analytics

10 min 0

View Tutorial

Golf Beginner

TrackMan, Arccos, etc.

Foundations of Golf Analytics

10 min 0

View Tutorial

Golf Beginner

Key performance indicators

Foundations of Golf Analytics

10 min 0

View Tutorial

Football Beginner

Offensive Scheme Analytics

Part XXVII: Coaching and Scheme Philosophy

10 min 0

View Tutorial

Football Beginner

Defensive Scheme Analytics

Part XXVII: Coaching and Scheme Philosophy

10 min 0

View Tutorial

Football Beginner

Play-Calling Tendencies Analysis

Part XXVII: Coaching and Scheme Philosophy

10 min 0

View Tutorial

Football Beginner

Game-Planning Analytics

Part XXVII: Coaching and Scheme Philosophy

10 min 0

View Tutorial

Football Beginner

Situational Football Analytics

Part XXVII: Coaching and Scheme Philosophy

10 min 0

View Tutorial

Football Beginner

AI & Machine Learning in Football

Future Directions

10 min 0

View Tutorial

Football Beginner

Evolution of Tracking Data

Future Directions

10 min 0

View Tutorial

Football Beginner

Real-Time Analytics

Future Directions

10 min 0

View Tutorial

Football Beginner

Player Health & Injury Analytics

Future Directions

10 min 0

View Tutorial

Football Beginner

Fan Engagement Analytics

Future Directions

10 min 0

View Tutorial

Football Beginner

Building an Analytics Department

Organizational Implementation

10 min 0

View Tutorial

Football Beginner

Getting Coaching Buy-In

Organizational Implementation

10 min 0

View Tutorial

Football Beginner

Analytics Workflows

Organizational Implementation

10 min 0

View Tutorial

Football Beginner

Data Visualization for Football

Organizational Implementation

10 min 0

View Tutorial

Football Beginner

Football Analytics Tools

Organizational Implementation

10 min 0

View Tutorial

Hockey Beginner

NHL Salary Cap Explained

Contracts Salary Cap and Team Building

10 min 0

View Tutorial

Hockey Beginner

Contract Valuation in Hockey

Contracts Salary Cap and Team Building

10 min 0

View Tutorial

Hockey Beginner

Cap Management Strategy

Contracts Salary Cap and Team Building

10 min 0

View Tutorial

Hockey Beginner

Trade Value Analysis in Hockey

Contracts Salary Cap and Team Building

10 min 0

View Tutorial

Hockey Beginner

Roster Construction in Hockey

Contracts Salary Cap and Team Building

10 min 0

View Tutorial

Hockey Beginner

International Scouting in Hockey

International Hockey

10 min 0

View Tutorial

Hockey Beginner

KHL to NHL Translation

International Hockey

10 min 0

View Tutorial

Hockey Beginner

Swedish and Finnish League Analytics

International Hockey

10 min 0

View Tutorial

Hockey Beginner

World Junior Championship Analytics

International Hockey

10 min 0

View Tutorial

Hockey Beginner

Olympic Hockey Tournament Analysis

International Hockey

10 min 0

View Tutorial

Football Beginner

Recruiting Analytics

College Football

10 min 0

View Tutorial

Football Beginner

Transfer Portal Analytics

College Football

10 min 0

View Tutorial

Football Beginner

College Football Playoff Projections

College Football

10 min 0

View Tutorial

Football Beginner

NFL Draft Projection Models

College Football

10 min 0

View Tutorial

Football Beginner

College Football Analytics Overview

College Football

10 min 0

View Tutorial

Hockey Beginner

Power Play Optimization

Game Theory and Strategy

10 min 0

View Tutorial

Hockey Beginner

Penalty Kill Analytics

Game Theory and Strategy

10 min 0

View Tutorial

Hockey Beginner

Line Matching Strategy

Game Theory and Strategy

10 min 0

View Tutorial

Hockey Beginner

Pull Goalie Decisions

Game Theory and Strategy

10 min 0

View Tutorial

Hockey Beginner

Zone Entry Strategy

Game Theory and Strategy

10 min 0

View Tutorial

Hockey Beginner

NHL Draft Analytics

Player Development and Scouting

10 min 0

View Tutorial

Hockey Beginner

Hockey Prospect Evaluation

Player Development and Scouting

10 min 0

View Tutorial

Hockey Beginner

NHL Equivalency (NHLe)

Player Development and Scouting

10 min 0

View Tutorial

Hockey Beginner

Hockey Age Curves and Peak Performance

Player Development and Scouting

10 min 0

View Tutorial

Hockey Beginner

Goaltender Development Tracking

Player Development and Scouting

10 min 0

View Tutorial

Soccer Beginner

Analyzing Tactical Formations

Team Tactics and Strategy

10 min 0

View Tutorial

Soccer Beginner

Corner Kicks and Free Kicks Analysis

Team Tactics and Strategy

10 min 0

View Tutorial

Soccer Beginner

Transition Effectiveness

Team Tactics and Strategy

10 min 0

View Tutorial

Soccer Beginner

Defensive Line Analysis

Team Tactics and Strategy

10 min 0

View Tutorial

Soccer Beginner

Game State Tracking

Team Tactics and Strategy

10 min 0

View Tutorial

Soccer Beginner

Using StatsBomb Free Data

Data Collection

10 min 0

View Tutorial

Soccer Beginner

Scraping FBref for Stats

Data Collection

10 min 0

View Tutorial

Soccer Beginner

Introduction to Tracking Data

Data Collection

10 min 0

View Tutorial

Soccer Beginner

Processing Event Stream Data

Data Collection

10 min 0

View Tutorial

Soccer Beginner

Creating Your Own Soccer Database

Data Collection

10 min 0

View Tutorial

Soccer Beginner

What is Soccer Analytics?

Getting Started

10 min 0

View Tutorial

Soccer Beginner

Soccer Data Landscape

Getting Started

10 min 0

View Tutorial

Soccer Beginner

Setting Up Your Soccer Analytics Environment

Getting Started

10 min 0

View Tutorial

Soccer Beginner

Your First Soccer Analysis

Getting Started

10 min 0

View Tutorial

Soccer Beginner

Understanding Soccer Data Types

Getting Started

10 min 0

View Tutorial

Soccer Beginner

Possession Metrics

Possession Analytics

10 min 0

View Tutorial

Soccer Beginner

Passing Networks (Soccer)

Possession Analytics

10 min 0

View Tutorial

Soccer Beginner

Progressive Passes

Possession Analytics

10 min 0

View Tutorial

Soccer Beginner

Pressing Analytics

Possession Analytics

10 min 0

View Tutorial

Soccer Beginner

Field Tilt

Possession Analytics

10 min 0

View Tutorial

Soccer Beginner

Expected Goals (xG) Analysis

Player Evaluation

10 min 0

View Tutorial

Soccer Beginner

Expected Assists (xA) and Key Pass Analysis

Player Evaluation

10 min 0

View Tutorial

Soccer Beginner

Player Radar Charts and Comparison Visualizations

Player Evaluation

10 min 0

View Tutorial

Soccer Beginner

Player Similarity Analysis

Player Evaluation

10 min 0

View Tutorial

Soccer Beginner

Market Value Modeling

Player Evaluation

10 min 0

View Tutorial

Basketball Beginner

International Player Scouting

Player Development and Scouting

10 min 0

View Tutorial

Basketball Beginner

G-League and Development Analytics

Player Development and Scouting

10 min 0

View Tutorial

Basketball Beginner

NBA Salary Cap Explained

Contracts, Salary Cap, and Team Building

10 min 0

View Tutorial

Basketball Beginner

Contract Valuation Models

Contracts, Salary Cap, and Team Building

10 min 0

View Tutorial

Basketball Beginner

Trade Value Analysis

Contracts, Salary Cap, and Team Building

10 min 0

View Tutorial

Basketball Beginner

Roster Construction Strategy

Contracts, Salary Cap, and Team Building

10 min 0

View Tutorial

Basketball Beginner

Luxury Tax and Financial Optimization

Contracts, Salary Cap, and Team Building

10 min 0

View Tutorial

Basketball Beginner

Introduction to WNBA Analytics

Women's Basketball and WNBA

10 min 0

View Tutorial

Basketball Beginner

WNBA Efficiency Metrics

Women's Basketball and WNBA

10 min 0

View Tutorial

Basketball Beginner

WNBA vs NBA Analytical Differences

Women's Basketball and WNBA

10 min 0

View Tutorial

Basketball Beginner

College Women's Basketball Analytics

Women's Basketball and WNBA

10 min 0

View Tutorial

Basketball Beginner

WNBA Draft Analysis

Women's Basketball and WNBA

10 min 0

View Tutorial

Basketball Beginner

Offensive Rating (ORtg)

Offensive Analytics

10 min 0

View Tutorial

Basketball Beginner

Usage Rate (USG%)

Offensive Analytics

10 min 0

View Tutorial

Basketball Beginner

Assist Percentage and Playmaking

Offensive Analytics

10 min 0

View Tutorial

Basketball Beginner

Defensive Rating (DRtg)

Defensive Analytics

10 min 0

View Tutorial

Basketball Beginner

Steal and Block Percentage

Defensive Analytics

10 min 0

View Tutorial

Basketball Beginner

Defensive Rebounding Rate

Defensive Analytics

10 min 0

View Tutorial

Basketball Beginner

Rim Protection Metrics

Defensive Analytics

10 min 0

View Tutorial

Basketball Beginner

Perimeter Defense Analytics

Defensive Analytics

10 min 0

View Tutorial

Basketball Beginner

Player Efficiency Rating (PER)

Player Evaluation and Advanced Metrics

10 min 0

View Tutorial

Basketball Beginner

Box Plus/Minus (BPM)

Player Evaluation and Advanced Metrics

10 min 0

View Tutorial

Basketball Beginner

Value Over Replacement Player (VORP)

Player Evaluation and Advanced Metrics

10 min 0

View Tutorial

Basketball Beginner

Win Shares

Player Evaluation and Advanced Metrics

10 min 0

View Tutorial

Basketball Beginner

Real Plus/Minus (RPM)

Player Evaluation and Advanced Metrics

10 min 0

View Tutorial

Basketball Beginner

Introduction to NBA Tracking Data

Tracking Data

10 min 0

View Tutorial

Basketball Beginner

Speed and Distance Metrics

Tracking Data

10 min 0

View Tutorial

Basketball Beginner

Touch Time and Dribbles

Tracking Data

10 min 0

View Tutorial

Basketball Beginner

Contested vs Open Shots

Tracking Data

10 min 0

View Tutorial

Basketball Beginner

Catch-and-Shoot vs Pull-Up Shooting

Tracking Data

10 min 0

View Tutorial

Basketball Beginner

Pace and Possessions

Team Analytics

10 min 0

View Tutorial

Basketball Beginner

Dean Oliver's Four Factors

Team Analytics

10 min 0

View Tutorial

Basketball Beginner

Net Rating and Point Differential

Team Analytics

10 min 0

View Tutorial

Basketball Beginner

Clutch Performance Analytics

Team Analytics

10 min 0

View Tutorial

Basketball Beginner

Home Court Advantage Analysis

Team Analytics

10 min 0

View Tutorial

Basketball Beginner

Creating Shot Charts

Player Tracking and Spatial Analytics

10 min 0

View Tutorial

Basketball Beginner

Heat Maps and Shot Zones

Player Tracking and Spatial Analytics

10 min 0

View Tutorial

Basketball Beginner

Court Region Analysis

Player Tracking and Spatial Analytics

10 min 0

View Tutorial

Basketball Beginner

Player Movement Patterns

Player Tracking and Spatial Analytics

10 min 0

View Tutorial

Basketball Beginner

Passing Networks and Ball Movement

Player Tracking and Spatial Analytics

10 min 0

View Tutorial

Basketball Beginner

Win Probability Models

Predictive Models

10 min 0

View Tutorial

Basketball Beginner

Player Projection Systems

Predictive Models

10 min 0

View Tutorial

Basketball Beginner

NBA Draft Prediction Models

Predictive Models

10 min 0

View Tutorial

Basketball Beginner

Injury Risk Models

Predictive Models

10 min 0

View Tutorial

Basketball Beginner

Game Outcome Prediction

Predictive Models

10 min 0

View Tutorial

Basketball Beginner

Pick and Roll Analytics

Game Theory and Strategy

10 min 0

View Tutorial

Basketball Beginner

Transition Offense Analysis

Game Theory and Strategy

10 min 0

View Tutorial

Basketball Beginner

Isolation Play Analytics

Game Theory and Strategy

10 min 0

View Tutorial

Basketball Beginner

Post-Up Play Analysis

Game Theory and Strategy

10 min 0

View Tutorial

Basketball Beginner

Off-Ball Movement and Screens

Game Theory and Strategy

10 min 0

View Tutorial

Basketball Beginner

The Three-Point Revolution

Shooting Analytics Deep Dive

10 min 0

View Tutorial

Basketball Beginner

Expected Points Per Shot

Shooting Analytics Deep Dive

10 min 0

View Tutorial

Basketball Beginner

Shot Quality Models

Shooting Analytics Deep Dive

10 min 0

View Tutorial

Basketball Beginner

Hot Hand Analysis

Shooting Analytics Deep Dive

10 min 0

View Tutorial

Basketball Beginner

Free Throw Analytics

Shooting Analytics Deep Dive

10 min 0

View Tutorial

Basketball Beginner

College to NBA Translation

Player Development and Scouting

10 min 0

View Tutorial

Basketball Beginner

NBA Age Curves

Player Development and Scouting

10 min 0

View Tutorial

Basketball Beginner

Skill Development Tracking

Player Development and Scouting

10 min 0

View Tutorial

Basketball Beginner

What is Basketball Analytics?

Getting Started

10 min 0

View Tutorial

Basketball Beginner

The NBA Data Landscape

Getting Started

10 min 0

View Tutorial

Basketball Beginner

Setting Up Your Analytics Environment

Getting Started

10 min 0

View Tutorial

Basketball Beginner

Your First Basketball Analysis

Getting Started

10 min 0

View Tutorial

Basketball Beginner

Understanding Basketball Data Types

Getting Started

10 min 0

View Tutorial

Basketball Beginner

Points, Rebounds, and Assists

Traditional Stats

10 min 0

View Tutorial

Basketball Beginner

Field Goal and Free Throw Percentages

Traditional Stats

10 min 0

View Tutorial

Basketball Beginner

Steals, Blocks, and Turnovers

Traditional Stats

10 min 0

View Tutorial

Basketball Beginner

Minutes and Games Played

Traditional Stats

10 min 0

View Tutorial

Basketball Beginner

Double-Doubles and Triple-Doubles

Traditional Stats

10 min 0

View Tutorial

Basketball Beginner

True Shooting Percentage (TS%)

Offensive Analytics

10 min 0

View Tutorial

Basketball Beginner

Effective Field Goal Percentage (eFG%)

Offensive Analytics

10 min 0

View Tutorial

Baseball Beginner

Batting Average Explained

Basic Statistics

10 min 1

View Tutorial

Baseball Beginner

Understanding ERA (Earned Run Average)

Basic Statistics

10 min 0

View Tutorial

Baseball Beginner

Runs, Hits, and RBIs

Basic Statistics

10 min 0

View Tutorial

Baseball Beginner

Wins, Losses, and Saves

Basic Statistics

10 min 0

View Tutorial

Baseball Beginner

Fielding Percentage and Errors

Basic Statistics

10 min 0

View Tutorial

Baseball Intermediate

WAR (Wins Above Replacement) Explained

Advanced Metrics

10 min 0

View Tutorial

Baseball Intermediate

wRC+ (Weighted Runs Created Plus)

Advanced Metrics

10 min 0

View Tutorial

Baseball Intermediate

FIP (Fielding Independent Pitching)

Advanced Metrics

10 min 0

View Tutorial

Baseball Intermediate

BABIP (Batting Average on Balls in Play)

Advanced Metrics

10 min 0

View Tutorial

Baseball Intermediate

OPS+ Explained

Advanced Metrics

10 min 0

View Tutorial

Baseball Intermediate

Introduction to Statcast

Statcast Data

10 min 0

View Tutorial

Baseball Intermediate

Exit Velocity and Launch Angle

Statcast Data

10 min 0

View Tutorial

Baseball Intermediate

Expected Stats: xBA, xSLG, xwOBA

Statcast Data

10 min 0

View Tutorial

Baseball Intermediate

Spin Rate and Pitch Movement

Statcast Data

10 min 0

View Tutorial

Baseball Intermediate

Sprint Speed and Baserunning Metrics

Statcast Data

10 min 0

View Tutorial

Baseball Beginner

Using pybaseball for Data Collection

Data Collection

10 min 0

View Tutorial

Baseball Beginner

Using baseballr for Data Collection

Data Collection

10 min 0

View Tutorial

Baseball Beginner

Getting Data from Baseball Savant

Data Collection

10 min 0

View Tutorial

Baseball Beginner

Accessing FanGraphs Data

Data Collection

10 min 0

View Tutorial

Baseball Intermediate

Working with Retrosheet Historical Data

Data Collection

10 min 0

View Tutorial

Baseball Intermediate

Creating Spray Charts

Visualization

10 min 0

View Tutorial

Baseball Intermediate

Strike Zone Heat Maps

Visualization

10 min 0

View Tutorial

Baseball Intermediate

Player Comparison Visualizations

Visualization

10 min 0

View Tutorial

Baseball Intermediate

Performance Trend Analysis

Visualization

10 min 0

View Tutorial

Baseball Advanced

Building Interactive Dashboards

Visualization

10 min 0

View Tutorial

Baseball Advanced

Introduction to ML in Baseball

Machine Learning

10 min 0

View Tutorial

Baseball Advanced

Player Performance Prediction

Machine Learning

10 min 0

View Tutorial

Baseball Advanced

Pitch Classification with ML

Machine Learning

10 min 0

View Tutorial

Baseball Advanced

Injury Prediction Models

Machine Learning

10 min 0

View Tutorial

Baseball Advanced

Prospect Projection Systems

Machine Learning

10 min 0

View Tutorial

Baseball Advanced

Linear Weights Theory

Advanced Metrics and Sabermetrics

10 min 0

View Tutorial

Baseball Advanced

Run Expectancy Matrices

Advanced Metrics and Sabermetrics

10 min 0

View Tutorial

Baseball Advanced

Win Probability Added (WPA)

Advanced Metrics and Sabermetrics

10 min 0

View Tutorial

Baseball Advanced

Leverage Index Explained

Advanced Metrics and Sabermetrics

10 min 0

View Tutorial

Baseball Advanced

Replacement Level Theory

Advanced Metrics and Sabermetrics

10 min 0

View Tutorial

Baseball Beginner

What is Baseball Analytics?

Getting Started

10 min 0

View Tutorial

Baseball Beginner

History of Sabermetrics

Getting Started

10 min 1

View Tutorial

Baseball Beginner

Setting Up Your Analytics Environment

Getting Started

10 min 0

View Tutorial

Baseball Beginner

Your First Baseball Analysis

Getting Started

10 min 0

View Tutorial

Baseball Beginner

Understanding Baseball Data Types

Getting Started

10 min 0

View Tutorial

Tennis Beginner

Introduction to Tennis Analytics

Foundations

15 min 0

View Tutorial

Tennis Beginner

Tennis Data Sources

Foundations

12 min 0

View Tutorial

Tennis Intermediate

Serve Speed and Placement Analysis

Serve Analytics

18 min 0

View Tutorial

Tennis Intermediate

Return of Serve Analytics

Serve Analytics

16 min 0

View Tutorial

Tennis Intermediate

Rally Length and Patterns

Rally Analysis

20 min 0

View Tutorial

Tennis Advanced

Player Performance Metrics

Player Evaluation

22 min 0

View Tutorial

Tennis Advanced

Match Preparation Analytics

Match Strategy

25 min 0

View Tutorial

Volleyball Beginner

Introduction to Volleyball Analytics

Foundations

15 min 0

View Tutorial

Volleyball Beginner

Volleyball Data Collection

Foundations

12 min 0

View Tutorial

Volleyball Intermediate

Attack Efficiency Analysis

Offensive Analytics

18 min 0

View Tutorial

Volleyball Intermediate

Setting Analytics

Offensive Analytics

16 min 0

View Tutorial

Volleyball Intermediate

Blocking Effectiveness

Defensive Analytics

17 min 0

View Tutorial

Volleyball Intermediate

Digging and Floor Defense

Defensive Analytics

15 min 0

View Tutorial

Volleyball Intermediate

Serve Strategy Analysis

Serve and Receive

18 min 0

View Tutorial

Volleyball Advanced

Serve Receive Systems

Serve and Receive

20 min 0

View Tutorial

Volleyball Advanced

Rotation Analysis

Team Dynamics

22 min 0

View Tutorial

Soccer Beginner

Introduction to Expected Goals (xG)

Expected Goals (xG)

15 min 376

View Tutorial

Soccer Intermediate

PPDA: Measuring Pressing Intensity

Tactical Analysis

12 min 247

View Tutorial

Basketball Beginner

True Shooting Percentage Explained

Advanced Analytics

10 min 57

View Tutorial

Basketball Intermediate

Player Efficiency Rating (PER) Deep Dive

Advanced Analytics

15 min 489

View Tutorial

Hockey Intermediate

Olympics and Best-on-Best

Part X: International Hockey

10 min 153

View Tutorial

Hockey Intermediate

Shot Type and Release Analytics

Part X: International Hockey

10 min 471

View Tutorial

Hockey Intermediate

Rebound Analytics and Second Chances

Part X: International Hockey

10 min 345

View Tutorial

Hockey Intermediate

Rush Chances vs Cycle Offense

Part X: International Hockey

10 min 263

View Tutorial

Hockey Intermediate

Slot Shots and High-Danger Areas

Part X: International Hockey

10 min 231

View Tutorial

Hockey Intermediate

Shot Assist and Pre-Shot Passing

Part XI: Advanced Shot and Scoring Analytics

10 min 316

View Tutorial

Hockey Advanced

Shooting Talent and Finishing Ability

Part XI: Advanced Shot and Scoring Analytics

10 min 337

View Tutorial

Hockey Intermediate

Shot Location Optimization

Part XI: Advanced Shot and Scoring Analytics

10 min 187

View Tutorial

Hockey Intermediate

Traffic and Screening Analytics

Part XI: Advanced Shot and Scoring Analytics

10 min 373

View Tutorial

Hockey Intermediate

Shot Suppression and Prevention

Part XI: Advanced Shot and Scoring Analytics

10 min 257

View Tutorial

Hockey Intermediate

Transition Defense and Neutral Zone

Part XI: Advanced Shot and Scoring Analytics

10 min 114

View Tutorial

Hockey Intermediate

Defensive Zone Coverage Systems

Part XI: Advanced Shot and Scoring Analytics

10 min 253

View Tutorial

Hockey Intermediate

Shot Blocking Analytics

Part XI: Advanced Shot and Scoring Analytics

10 min 370

View Tutorial

Hockey Intermediate

Takeaways and Turnovers Forced

Part XII: Advanced Defensive Analytics

10 min 543

View Tutorial

Hockey Intermediate

Hitting and Physical Play

Part XII: Advanced Defensive Analytics

10 min 55

View Tutorial

Hockey Intermediate

Penalty Differential and Drawing Penalties

Part XII: Advanced Defensive Analytics

10 min 95

View Tutorial

Hockey Advanced

Defensive Pair Analytics and Shutdown D

Part XII: Advanced Defensive Analytics

10 min 261

View Tutorial

Hockey Intermediate

Center Analytics and Face-Offs

Part XII: Advanced Defensive Analytics

10 min 472

View Tutorial

Hockey Intermediate

Winger Analytics (LW and RW)

Part XII: Advanced Defensive Analytics

10 min 528

View Tutorial

Hockey Intermediate

Power Forward and Grinding Forward Analytics

Part XII: Advanced Defensive Analytics

10 min 173

View Tutorial

Hockey Intermediate

Playmaker vs Scorer Analytics

Part XII: Advanced Defensive Analytics

10 min 234

View Tutorial

Hockey Intermediate

Depth Forward Analytics and Bottom-Six

Part XIII: Forward Position Analytics

10 min 100

View Tutorial

Hockey Advanced

Offensive Defenseman Analytics

Part XIII: Forward Position Analytics

10 min 247

View Tutorial

Hockey Advanced

Two-Way Defenseman Analytics

Part XIII: Forward Position Analytics

10 min 387

View Tutorial

Hockey Intermediate

Defensive Defenseman and Shutdown Role

Part XIII: Forward Position Analytics

10 min 146

View Tutorial

Hockey Advanced

Puck-Moving Defenseman and Transition

Part XIII: Forward Position Analytics

10 min 518

View Tutorial

Hockey Intermediate

Defensive Pair Handedness and Deployment

Part XIV: Defenseman Analytics

10 min 101

View Tutorial

Hockey Advanced

Coaching Analytics and Evaluation

Part XIV: Defenseman Analytics

10 min 404

View Tutorial

Hockey Advanced

Offensive System Design

Part XIV: Defenseman Analytics

10 min 168

View Tutorial

Hockey Advanced

Defensive System Design

Part XIV: Defenseman Analytics

10 min 76

View Tutorial

Hockey Intermediate

Special Teams Coaching

Part XIV: Defenseman Analytics

10 min 328

View Tutorial

Hockey Advanced

Player Development and Systems

Part XV: Coaching and Strategy

10 min 363

View Tutorial

Hockey Advanced

Video Analysis and Scouting Opposition

Part XV: Coaching and Strategy

10 min 280

View Tutorial

Hockey Advanced

In-Game Adjustments and Adaptation

Part XV: Coaching and Strategy

10 min 264

View Tutorial

Hockey Intermediate

Dead Puck Era (1995-2005)

Part XV: Coaching and Strategy

10 min 430

View Tutorial

Hockey Intermediate

Post-Lockout Rule Changes (2005-Present)

Part XV: Coaching and Strategy

10 min 307

View Tutorial

Hockey Intermediate

Evolution of Analytics in Hockey

Part XV: Coaching and Strategy

10 min 194

View Tutorial

Hockey Intermediate

Greatest Players and GOAT Debates

Part XV: Coaching and Strategy

10 min 502

View Tutorial

Hockey Intermediate

Dynasty Teams and Championship Analytics

Part XVI: Historical Hockey and Era Analysis

10 min 378

View Tutorial

Hockey Intermediate

Pace and Scoring Trends Over Time

Part XVI: Historical Hockey and Era Analysis

10 min 333

View Tutorial

Hockey Advanced

Puck and Player Tracking (NHL Edge)

Part XVI: Historical Hockey and Era Analysis

10 min 482

View Tutorial

Hockey Advanced

Advanced Tracking Data Applications

Part XVI: Historical Hockey and Era Analysis

10 min 362

View Tutorial

Hockey Intermediate

Wearable Technology and Biometrics

Part XVI: Historical Hockey and Era Analysis

10 min 314

View Tutorial

Hockey Intermediate

Video Technology and Analysis Tools

Part XVI: Historical Hockey and Era Analysis

10 min 437

View Tutorial

Hockey Advanced

Virtual Reality and Simulation

Part XVII: Technology and Innovation

10 min 191

View Tutorial

Hockey Advanced

Artificial Intelligence and Machine Learning

Part XVII: Technology and Innovation

10 min 95

View Tutorial

Hockey Intermediate

NHL Revenue and League Economics

Part XVII: Technology and Innovation

10 min 352

View Tutorial

Hockey Intermediate

Ticket Sales and Attendance

Part XVII: Technology and Innovation

10 min 426

View Tutorial

Hockey Intermediate

Arena Economics and Home Ice

Part XVII: Technology and Innovation

10 min 524

View Tutorial

Hockey Intermediate

Media Rights and Broadcasting

Part XVII: Technology and Innovation

10 min 294

View Tutorial

Hockey Intermediate

Team Valuation and Ownership

Part XVIII: Business and Economics

10 min 349

View Tutorial

Hockey Intermediate

Collective Bargaining and Labor

Part XVIII: Business and Economics

10 min 313

View Tutorial

Hockey Intermediate

IIHF World Championship Analytics

Part XVIII: Business and Economics

10 min 470

View Tutorial

Hockey Intermediate

World Junior Championship (WJC)

Part XVIII: Business and Economics

10 min 360

View Tutorial

Hockey Intermediate

European Professional Leagues

Part XVIII: Business and Economics

10 min 339

View Tutorial

Hockey Intermediate

International Ice Surface and Rules

Part XVIII: Business and Economics

10 min 67

View Tutorial

Hockey Intermediate

Injury Return and Rehabilitation

Part XXI: Medical and Health Analytics

10 min 269

View Tutorial

Hockey Advanced

Regression Analysis for Hockey

Part XXI: Medical and Health Analytics

10 min 92

View Tutorial

Hockey Advanced

Machine Learning Applications in Hockey

Part XXI: Medical and Health Analytics

10 min 104

View Tutorial

Hockey Advanced

Bayesian Methods in Hockey

Part XXI: Medical and Health Analytics

10 min 197

View Tutorial

Hockey Advanced

Survival Analysis and Career Length

Part XXI: Medical and Health Analytics

10 min 121

View Tutorial

Hockey Advanced

Network Analysis and Passing Networks

Part XXII: Advanced Statistical Methods

10 min 463

View Tutorial

Hockey Advanced

Spatial Analytics and Ice Geography

Part XXII: Advanced Statistical Methods

10 min 405

View Tutorial

Hockey Intermediate

Referee Analytics and Consistency

Part XXII: Advanced Statistical Methods

10 min 86

View Tutorial

Hockey Intermediate

Penalty Trends and Rule Enforcement

Part XXII: Advanced Statistical Methods

10 min 163

View Tutorial

Golf Intermediate

Prize Money and Earnings

Business and Economics of Golf

10 min 510

View Tutorial

Golf Intermediate

Sponsorships and Endorsements

Business and Economics of Golf

10 min 513

View Tutorial

Golf Intermediate

Tournament Economics

Business and Economics of Golf

10 min 484

View Tutorial

Golf Intermediate

Golf Course Economics

Business and Economics of Golf

10 min 333

View Tutorial

Golf Intermediate

LIV Golf and Tour Disruption

Business and Economics of Golf

10 min 163

View Tutorial

Golf Intermediate

Media Rights and Broadcasting

Business and Economics of Golf

10 min 265

View Tutorial

Golf Advanced

Machine Learning for Golf

Advanced Statistical Methods

10 min 286

View Tutorial

Golf Advanced

Bayesian Methods in Golf

Advanced Statistical Methods

10 min 86

View Tutorial

Golf Advanced

Time Series and Trends

Advanced Statistical Methods

10 min 522

View Tutorial

Golf Advanced

Spatial Analytics

Advanced Statistical Methods

10 min 301

View Tutorial

Golf Advanced

Simulation and Monte Carlo

Advanced Statistical Methods

10 min 393

View Tutorial

Golf Advanced

Causal Inference in Golf

Advanced Statistical Methods

10 min 510

View Tutorial

MMA Beginner

Introduction to MMA Analytics

Part I: Foundations of MMA Analytics

10 min 324

View Tutorial

MMA Beginner

Data Infrastructure and Sources

Part I: Foundations of MMA Analytics

10 min 533

View Tutorial

MMA Beginner

Traditional MMA Statistics

Part I: Foundations of MMA Analytics

10 min 148

View Tutorial

MMA Beginner

Striking Analytics Fundamentals

Part I: Foundations of MMA Analytics

10 min 90

View Tutorial

MMA Beginner

Grappling Analytics Fundamentals

Part I: Foundations of MMA Analytics

10 min 456

View Tutorial

MMA Intermediate

MMA Analytics in R and Python

Part I: Foundations of MMA Analytics

10 min 463

View Tutorial

MMA Intermediate

Head Striking Analytics

Part II: Striking Analytics Deep Dive

10 min 395

View Tutorial

MMA Intermediate

Body and Leg Striking

Part II: Striking Analytics Deep Dive

10 min 538

View Tutorial

MMA Intermediate

Power Strikes vs Volume Striking

Part II: Striking Analytics Deep Dive

10 min 455

View Tutorial

MMA Intermediate

Range and Distance Management

Part II: Striking Analytics Deep Dive

10 min 113

View Tutorial

MMA Intermediate

Combinations and Strike Patterns

Part II: Striking Analytics Deep Dive

10 min 150

View Tutorial

MMA Intermediate

Defensive Striking Metrics

Part II: Striking Analytics Deep Dive

10 min 362

View Tutorial

MMA Intermediate

Knockdowns and Finishing Ability

Part II: Striking Analytics Deep Dive

10 min 311

View Tutorial

MMA Intermediate

Takedown Analytics

Part III: Grappling and Wrestling Analytics

10 min 417

View Tutorial

MMA Intermediate

Takedown Defense Analytics

Part III: Grappling and Wrestling Analytics

10 min 103

View Tutorial

MMA Intermediate

Control Time and Position

Part III: Grappling and Wrestling Analytics

10 min 216

View Tutorial

MMA Intermediate

Ground-and-Pound Analytics

Part III: Grappling and Wrestling Analytics

10 min 222

View Tutorial

MMA Intermediate

Positional Hierarchy and Advancement

Part III: Grappling and Wrestling Analytics

10 min 414

View Tutorial

MMA Intermediate

Reversals and Sweeps

Part III: Grappling and Wrestling Analytics

10 min 352

View Tutorial

MMA Intermediate

Wrestling vs BJJ Grappling Styles

Part III: Grappling and Wrestling Analytics

10 min 467

View Tutorial

MMA Intermediate

Submission Attempt Analytics

Part IV: Submission Analytics

10 min 232

View Tutorial

MMA Intermediate

Choke Submissions

Part IV: Submission Analytics

10 min 209

View Tutorial

MMA Intermediate

Joint Lock Submissions

Part IV: Submission Analytics

10 min 298

View Tutorial

MMA Intermediate

Submission Defense

Part IV: Submission Analytics

10 min 315

View Tutorial

MMA Intermediate

Catch Wrestling and Leg Locks

Part IV: Submission Analytics

10 min 131

View Tutorial

MMA Intermediate

Submission Specialists vs Well-Rounded

Part IV: Submission Analytics

10 min 162

View Tutorial

MMA Intermediate

Fighter Archetypes and Styles

Part V: Fighter Evaluation and Styles

10 min 368

View Tutorial

MMA Intermediate

Fighter Skill Profiles

Part V: Fighter Evaluation and Styles

10 min 304

View Tutorial

MMA Intermediate

Finishing Ability and Decision Fighters

Part V: Fighter Evaluation and Styles

10 min 368

View Tutorial

MMA Intermediate

Pressure Fighting and Pace

Part V: Fighter Evaluation and Styles

10 min 378

View Tutorial

MMA Intermediate

Counter-Striking and Patience

Part V: Fighter Evaluation and Styles

10 min 237

View Tutorial

MMA Intermediate

Well-Rounded Fighter Analysis

Part V: Fighter Evaluation and Styles

10 min 500

View Tutorial

MMA Intermediate

Heavyweight Analytics (265 lbs)

Part VI: Weight Classes and Divisions

10 min 242

View Tutorial

MMA Intermediate

Light Heavyweight (205 lbs)

Part VI: Weight Classes and Divisions

10 min 158

View Tutorial

MMA Intermediate

Middleweight (185 lbs)

Part VI: Weight Classes and Divisions

10 min 516

View Tutorial

MMA Intermediate

Welterweight (170 lbs)

Part VI: Weight Classes and Divisions

10 min 56

View Tutorial

MMA Intermediate

Lightweight (155 lbs)

Part VI: Weight Classes and Divisions

10 min 182

View Tutorial

MMA Intermediate

Lower Weight Classes (145, 135, 125)

Part VI: Weight Classes and Divisions

10 min 195

View Tutorial

Baseball Beginner

Chapter 15: Pitching Statistics Fundamentals

Part III: Pitching Analytics

10 min 284

View Tutorial

Baseball Intermediate

Chapter 16: Defense-Independent Pitching Stats

Part III: Pitching Analytics

10 min 89

View Tutorial

Baseball Intermediate

Chapter 17: Pitch Arsenal and Repertoire Analysis

Part III: Pitching Analytics

10 min 549

View Tutorial

Baseball Intermediate

Chapter 18: Pitch Velocity and Movement

Part III: Pitching Analytics

10 min 421

View Tutorial

Baseball Intermediate

Chapter 19: Pitch Location and Command

Part III: Pitching Analytics

10 min 413

View Tutorial

Baseball Intermediate

Chapter 20: Platoon Splits and Handedness

Part III: Pitching Analytics

10 min 250

View Tutorial

Baseball Intermediate

Chapter 21: Starter vs Reliever Analytics

Part III: Pitching Analytics

10 min 464

View Tutorial

Baseball Intermediate

Chapter 22: Contact Management and Batted Ball Allowed

Part III: Pitching Analytics

10 min 521

View Tutorial

Baseball Intermediate

Chapter 23: Pitcher Stamina and Fatigue

Part III: Pitching Analytics

10 min 165

View Tutorial

Baseball Advanced

Chapter 24: Pitching WAR and Value Metrics

Part III: Pitching Analytics

10 min 210

View Tutorial

Baseball Beginner

Chapter 25: Traditional Fielding Metrics

Part IV: Fielding and Defensive Analytics

10 min 504

View Tutorial

Baseball Advanced

Chapter 26: Defensive Runs Saved (DRS)

Part IV: Fielding and Defensive Analytics

10 min 344

View Tutorial

Baseball Advanced

Chapter 27: Ultimate Zone Rating (UZR) and OAA

Part IV: Fielding and Defensive Analytics

10 min 156

View Tutorial

Baseball Intermediate

Chapter 28: Infield Positioning and Shift Analytics

Part IV: Fielding and Defensive Analytics

10 min 201

View Tutorial

Baseball Intermediate

Chapter 29: Outfield Positioning and Route Efficiency

Part IV: Fielding and Defensive Analytics

10 min 486

View Tutorial

Baseball Advanced

Chapter 30: Catcher Defense and Pitch Framing

Part IV: Fielding and Defensive Analytics

10 min 276

View Tutorial

Baseball Advanced

Chapter 31: WAR (Wins Above Replacement) Deep Dive

Part V: Advanced Metrics and Sabermetrics

10 min 376

View Tutorial

Baseball Advanced

Chapter 32: Win Probability and Leverage

Part V: Advanced Metrics and Sabermetrics

10 min 500

View Tutorial

Baseball Advanced

Chapter 33: Run Expectancy and Linear Weights

Part V: Advanced Metrics and Sabermetrics

10 min 323

View Tutorial

Baseball Advanced

Chapter 34: Park Factors and Environmental Adjustments

Part V: Advanced Metrics and Sabermetrics

10 min 66

View Tutorial

Baseball Advanced

Chapter 35: Aging Curves and Career Arcs

Part V: Advanced Metrics and Sabermetrics

10 min 313

View Tutorial

Baseball Advanced

Chapter 36: Projection Systems (ZiPS, Steamer, PECOTA)

Part V: Advanced Metrics and Sabermetrics

10 min 316

View Tutorial

Baseball Intermediate

Chapter 37: Lineup Construction and Optimization

Part VI: Team Strategy and Game Theory

10 min 92

View Tutorial

Baseball Intermediate

Chapter 38: Bullpen Management and Closer Role

Part VI: Team Strategy and Game Theory

10 min 464

View Tutorial

Baseball Intermediate

Chapter 39: Stolen Base Strategy and Baserunning

Part VI: Team Strategy and Game Theory

10 min 492

View Tutorial

Baseball Intermediate

Chapter 40: Bunting, Sacrifice, and Small Ball

Part VI: Team Strategy and Game Theory

10 min 519

View Tutorial

Baseball Intermediate

Chapter 41: Intentional Walk and Pitcher Matchups

Part VI: Team Strategy and Game Theory

10 min 71

View Tutorial

Baseball Intermediate

Chapter 42: Defensive Positioning and Shifts Strategy

Part VI: Team Strategy and Game Theory

10 min 246

View Tutorial

Baseball Intermediate

Chapter 43: Amateur Scouting and Draft Analytics

Part VII: Player Evaluation and Scouting

10 min 467

View Tutorial

Baseball Intermediate

Chapter 44: Player Development and Minor Leagues

Part VII: Player Evaluation and Scouting

10 min 547

View Tutorial

Baseball Intermediate

Chapter 45: International Scouting and Signing

Part VII: Player Evaluation and Scouting

10 min 286

View Tutorial

Baseball Intermediate

Chapter 46: Tools and Physical Profile Scouting

Part VII: Player Evaluation and Scouting

10 min 240

View Tutorial

Baseball Advanced

Chapter 47: Statistical vs Scouting Integration

Part VII: Player Evaluation and Scouting

10 min 293

View Tutorial

Baseball Advanced

Chapter 48: Trade Valuation and Analysis

Part VII: Player Evaluation and Scouting

10 min 196

View Tutorial

Baseball Intermediate

Chapter 49: Salary Cap (Luxury Tax) and Payroll

Part VIII: Contracts, Salary, and Team Building

10 min 50

View Tutorial

Baseball Intermediate

Chapter 50: Free Agency Analytics

Part VIII: Contracts, Salary, and Team Building

10 min 113

View Tutorial

Baseball Intermediate

Chapter 51: Contract Extensions and Team Control

Part VIII: Contracts, Salary, and Team Building

10 min 367

View Tutorial

Baseball Intermediate

Chapter 52: Arbitration Process and Salary Determination

Part VIII: Contracts, Salary, and Team Building

10 min 443

View Tutorial

Baseball Intermediate

Chapter 53: Roster Construction and 40-Man Roster

Part VIII: Contracts, Salary, and Team Building

10 min 67

View Tutorial

Baseball Advanced

Chapter 54: Machine Learning for Baseball

Part IX: Advanced Statistical Methods

10 min 456

View Tutorial

Baseball Advanced

Chapter 55: Bayesian Statistics in Baseball

Part IX: Advanced Statistical Methods

10 min 530

View Tutorial

Baseball Advanced

Chapter 56: Survival Analysis and Career Length

Part IX: Advanced Statistical Methods

10 min 233

View Tutorial

Baseball Advanced

Chapter 57: Time Series and Trend Analysis

Part IX: Advanced Statistical Methods

10 min 524

View Tutorial

Baseball Advanced

Chapter 58: Clustering and Player Similarity

Part IX: Advanced Statistical Methods

10 min 372

View Tutorial

Baseball Intermediate

Chapter 59: Dead Ball Era vs Live Ball Era

Part X: Historical Baseball and Era Comparisons

10 min 241

View Tutorial

Baseball Advanced

Chapter 60: All-Time Greats and GOAT Debates

Part X: Historical Baseball and Era Comparisons

10 min 536

View Tutorial

Baseball Advanced

Chapter 61: Postseason Analytics and October Performance

Part X: Historical Baseball and Era Comparisons

10 min 409

View Tutorial

Baseball Intermediate

Chapter 62: Record Chasing and Milestone Analytics

Part X: Historical Baseball and Era Comparisons

10 min 387

View Tutorial

Baseball Intermediate

Chapter 63: Swing Mechanics and Biomechanics

Part XI: Advanced Hitting Concepts

10 min 161

View Tutorial

Baseball Intermediate

Chapter 64: Approach and Pitch Selection

Part XI: Advanced Hitting Concepts

10 min 91

View Tutorial

Baseball Intermediate

Chapter 65: Contact Quality and Expected Performance

Part XI: Advanced Hitting Concepts

10 min 426

View Tutorial

Baseball Intermediate

Chapter 66: Spray Charts and Directional Hitting

Part XI: Advanced Hitting Concepts

10 min 301

View Tutorial

Baseball Intermediate

Chapter 67: Splits Analysis (Home/Road, Month, etc.)

Part XI: Advanced Hitting Concepts

10 min 179

View Tutorial

Baseball Intermediate

Chapter 68: Two-Strike Hitting and Strikeout Avoidance

Part XI: Advanced Hitting Concepts

10 min 446

View Tutorial

Baseball Intermediate

Chapter 69: Power Hitting and Home Run Analytics

Part XI: Advanced Hitting Concepts

10 min 141

View Tutorial

Baseball Intermediate

Chapter 70: Speed and Contact Hitting

Part XI: Advanced Hitting Concepts

10 min 320

View Tutorial

Baseball Advanced

Chapter 71: Pitch Design and Development

Part XII: Advanced Pitching Concepts

10 min 125

View Tutorial

Baseball Advanced

Chapter 72: Pitch Tunneling and Deception

Part XII: Advanced Pitching Concepts

10 min 115

View Tutorial

Baseball Advanced

Chapter 73: Sequencing and Pattern Breaking

Part XII: Advanced Pitching Concepts

10 min 153

View Tutorial

Baseball Advanced

Chapter 74: Spin Rate and Pitch Movement Science

Part XII: Advanced Pitching Concepts

10 min 369

View Tutorial

Baseball Intermediate

Chapter 75: Fastball Variants and Usage

Part XII: Advanced Pitching Concepts

10 min 338

View Tutorial

Baseball Intermediate

Chapter 76: Breaking Ball Analytics

Part XII: Advanced Pitching Concepts

10 min 533

View Tutorial

Baseball Intermediate

Chapter 77: Changeup and Off-Speed Mastery

Part XII: Advanced Pitching Concepts

10 min 103

View Tutorial

Baseball Intermediate

Chapter 78: Knuckleball and Specialty Pitches

Part XII: Advanced Pitching Concepts

10 min 367

View Tutorial

Baseball Intermediate

Chapter 79: Pitcher Workload and Injury Prevention

Part XII: Advanced Pitching Concepts

10 min 475

View Tutorial

Baseball Intermediate

Chapter 80: Pitcher Usage Patterns and Roles

Part XII: Advanced Pitching Concepts

10 min 225

View Tutorial

Baseball Advanced

Chapter 81: Catcher Defense Comprehensive Analysis

Part XIII: Fielding and Defense Deep Dives

10 min 149

View Tutorial

Baseball Intermediate

Chapter 82: First Base Defense Analytics

Part XIII: Fielding and Defense Deep Dives

10 min 519

View Tutorial

Baseball Intermediate

Chapter 83: Middle Infield Defense (2B and SS)

Part XIII: Fielding and Defense Deep Dives

10 min 102

View Tutorial

Baseball Intermediate

Chapter 84: Third Base and Corner Infield Defense

Part XIII: Fielding and Defense Deep Dives

10 min 401

View Tutorial

Baseball Intermediate

Chapter 85: Outfield Defense Deep Dive

Part XIII: Fielding and Defense Deep Dives

10 min 149

View Tutorial

Baseball Intermediate

Chapter 86: Defensive Shifts Comprehensive Study

Part XIII: Fielding and Defense Deep Dives

10 min 492

View Tutorial

Baseball Intermediate

Chapter 87: Stolen Base Analytics Deep Dive

Part XIV: Baserunning and Speed

10 min 463

View Tutorial

Baseball Intermediate

Chapter 88: Baserunning Advancement and Aggression

Part XIV: Baserunning and Speed

10 min 292

View Tutorial

Baseball Intermediate

Chapter 89: Speed and Sprint Speed Analytics

Part XIV: Baserunning and Speed

10 min 522

View Tutorial

Baseball Intermediate

Chapter 90: Leadoff Hitting and Table Setting

Part XIV: Baserunning and Speed

10 min 185

View Tutorial

Baseball Intermediate

Chapter 91: Pinch Running and Late-Game Speed

Part XIV: Baserunning and Speed

10 min 308

View Tutorial

Baseball Advanced

Chapter 92: Managerial Decisions and Analytics

Part XV: In-Game Strategy and Tactics

10 min 434

View Tutorial

Baseball Intermediate

Chapter 93: Extra Innings Strategy

Part XV: In-Game Strategy and Tactics

10 min 200

View Tutorial

Baseball Intermediate

Chapter 94: Late-Inning Defensive Substitutions

Part XV: In-Game Strategy and Tactics

10 min 145

View Tutorial

Baseball Advanced

Chapter 95: Pitcher Usage in Playoffs

Part XV: In-Game Strategy and Tactics

10 min 78

View Tutorial

Baseball Intermediate

Chapter 96: Weather and Environmental Factors

Part XV: In-Game Strategy and Tactics

10 min 405

View Tutorial

Baseball Advanced

Chapter 97: Umpire Analytics and Strike Zones

Part XV: In-Game Strategy and Tactics

10 min 239

View Tutorial

Baseball Intermediate

Chapter 98: Instant Replay and Challenge Strategy

Part XV: In-Game Strategy and Tactics

10 min 434

View Tutorial

Baseball Intermediate

Chapter 99: Minor League Performance Metrics

Part XVI: Player Development and Minor Leagues

10 min 402

View Tutorial

Baseball Intermediate

Chapter 100: Pitching Development Pathways

Part XVI: Player Development and Minor Leagues

10 min 157

View Tutorial

Baseball Intermediate

Chapter 101: Hitting Development and Swing Changes

Part XVI: Player Development and Minor Leagues

10 min 529

View Tutorial

Baseball Intermediate

Chapter 102: Organizational Player Development Philosophy

Part XVI: Player Development and Minor Leagues

10 min 127

View Tutorial

Baseball Intermediate

Chapter 103: International Academies and Development

Part XVI: Player Development and Minor Leagues

10 min 498

View Tutorial

Baseball Intermediate

Chapter 104: Injury Rehab and Minor League Assignments

Part XVI: Player Development and Minor Leagues

10 min 58

View Tutorial

Baseball Intermediate

Chapter 105: Japanese Baseball (NPB) Analytics

Part XVII: International Baseball

10 min 248

View Tutorial

Baseball Intermediate

Chapter 106: Korean Baseball (KBO) Analytics

Part XVII: International Baseball

10 min 518

View Tutorial

Baseball Intermediate

Chapter 107: Cuban Baseball and Defectors

Part XVII: International Baseball

10 min 293

View Tutorial

Baseball Intermediate

Chapter 108: Mexican League and Caribbean Baseball

Part XVII: International Baseball

10 min 364

View Tutorial

Baseball Intermediate

Chapter 109: World Baseball Classic Analytics

Part XVII: International Baseball

10 min 391

View Tutorial

Baseball Intermediate

Chapter 110: Revenue Streams and Business Analytics

Part XVIII: Business, Economics, and Operations

10 min 315

View Tutorial

Baseball Intermediate

Chapter 111: Attendance and Fan Engagement

Part XVIII: Business, Economics, and Operations

10 min 353

View Tutorial

Baseball Intermediate

Chapter 112: Ballpark Design and Home Field Advantage

Part XVIII: Business, Economics, and Operations

10 min 270

View Tutorial

Baseball Intermediate

Chapter 113: Media Rights and Broadcasting

Part XVIII: Business, Economics, and Operations

10 min 242

View Tutorial

Baseball Intermediate

Chapter 114: Minor League Affiliate Structure

Part XVIII: Business, Economics, and Operations

10 min 350

View Tutorial

Baseball Intermediate

Chapter 115: Team Valuation and Ownership

Part XVIII: Business, Economics, and Operations

10 min 474

View Tutorial

Baseball Intermediate

Chapter 116: Collective Bargaining and Labor Relations

Part XVIII: Business, Economics, and Operations

10 min 271

View Tutorial

Baseball Beginner

Chapter 117: 1800s Baseball and Origins

Part XIX: Historical Eras and Evolution

10 min 384

View Tutorial

Baseball Intermediate

Chapter 118: Dead Ball Era (1900-1919)

Part XIX: Historical Eras and Evolution

10 min 57

View Tutorial

Baseball Intermediate

Chapter 119: Live Ball and Babe Ruth Era (1920-1940s)

Part XIX: Historical Eras and Evolution

10 min 84

View Tutorial

Baseball Intermediate

Chapter 120: Post-War and Expansion Era (1950s-1970s)

Part XIX: Historical Eras and Evolution

10 min 199

View Tutorial

Baseball Intermediate

Chapter 121: Steroid Era (1990s-2000s)

Part XIX: Historical Eras and Evolution

10 min 195

View Tutorial

Baseball Intermediate

Chapter 122: Modern Analytics Era (2010s-Present)

Part XIX: Historical Eras and Evolution

10 min 327

View Tutorial

Baseball Intermediate

Chapter 123: Womens Baseball Analytics

Part XX: Specialized Topics and Niches

10 min 502

View Tutorial

Baseball Intermediate

Chapter 124: College Baseball Analytics

Part XX: Specialized Topics and Niches

10 min 477

View Tutorial

Baseball Intermediate

Chapter 125: Fantasy Baseball Analytics

Part XX: Specialized Topics and Niches

10 min 332

View Tutorial

Baseball Intermediate

Chapter 126: Sports Betting and Baseball

Part XX: Specialized Topics and Niches

10 min 180

View Tutorial

Baseball Intermediate

Chapter 127: Baseball Video Games and Simulation

Part XX: Specialized Topics and Niches

10 min 353

View Tutorial

Baseball Intermediate

Chapter 128: Baseball Card Analytics and Collectibles

Part XX: Specialized Topics and Niches

10 min 177

View Tutorial

Baseball Intermediate

Chapter 129: Baseball Writing and Media Analytics

Part XX: Specialized Topics and Niches

10 min 275

View Tutorial

Baseball Intermediate

Chapter 130: Tommy John Surgery Analytics

Part XXI: Medical, Health, and Safety

10 min 296

View Tutorial

Baseball Intermediate

Chapter 131: Concussions and Head Injuries

Part XXI: Medical, Health, and Safety

10 min 103

View Tutorial

Baseball Intermediate

Chapter 132: General Injury Analytics

Part XXI: Medical, Health, and Safety

10 min 78

View Tutorial

Baseball Intermediate

Chapter 133: Performance Enhancing Drugs and Testing

Part XXI: Medical, Health, and Safety

10 min 531

View Tutorial

Baseball Intermediate

Chapter 134: Biometrics and Recovery Science

Part XXI: Medical, Health, and Safety

10 min 371

View Tutorial

Baseball Intermediate

Chapter 135: Statcast and Tracking Technology

Part XXII: Technology and Innovation

10 min 212

View Tutorial

Baseball Intermediate

Chapter 136: Pitch Tracking (PITCHfx, TrackMan, Statcast)

Part XXII: Technology and Innovation

10 min 399

View Tutorial

Baseball Intermediate

Chapter 137: Video Analysis and Film Breakdown

Part XXII: Technology and Innovation

10 min 310

View Tutorial

Baseball Intermediate

Chapter 138: Wearable Technology in Baseball

Part XXII: Technology and Innovation

10 min 304

View Tutorial

Baseball Intermediate

Chapter 139: Virtual Reality and Simulation Training

Part XXII: Technology and Innovation

10 min 538

View Tutorial

Baseball Advanced

Chapter 140: Artificial Intelligence and Machine Learning

Part XXII: Technology and Innovation

10 min 229

View Tutorial

Baseball Intermediate

Chapter 141: Umpire Evaluation and Performance

Part XXIII: Umpiring and Rules

10 min 482

View Tutorial

Baseball Intermediate

Chapter 142: Rule Changes and Their Impact

Part XXIII: Umpiring and Rules

10 min 173

View Tutorial

Baseball Intermediate

Chapter 143: Automated Strike Zone (Robo Umps)

Part XXIII: Umpiring and Rules

10 min 372

View Tutorial

Baseball Intermediate

Chapter 144: Official Scoring and Judgment Calls

Part XXIII: Umpiring and Rules

10 min 288

View Tutorial

Baseball Intermediate

Chapter 145: Bases Loaded Situations

Part XXIV: Specific Situations and Strategy

10 min 278

View Tutorial

Baseball Intermediate

Chapter 146: No-Hitter and Perfect Game Strategy

Part XXIV: Specific Situations and Strategy

10 min 474

View Tutorial

Baseball Intermediate

Chapter 147: Rain Delay and Weather Strategy

Part XXIV: Specific Situations and Strategy

10 min 488

View Tutorial

Baseball Intermediate

Chapter 148: Doubleheader Strategy

Part XXIV: Specific Situations and Strategy

10 min 469

View Tutorial

Baseball Intermediate

Chapter 149: Rundown and Pickle Situations

Part XXIV: Specific Situations and Strategy

10 min 329

View Tutorial

Baseball Intermediate

Chapter 150: Top 100 Prospect Lists

Part XXV: Prospect Analysis and Scouting

10 min 191

View Tutorial

Baseball Intermediate

Chapter 151: Tools-Based Scouting

Part XXV: Prospect Analysis and Scouting

10 min 420

View Tutorial

Baseball Intermediate

Chapter 152: Makeup and Character Scouting

Part XXV: Prospect Analysis and Scouting

10 min 474

View Tutorial

Baseball Intermediate

Chapter 153: College vs High School Drafting

Part XXV: Prospect Analysis and Scouting

10 min 61

View Tutorial

Baseball Intermediate

Chapter 154: International Prospect Evaluation

Part XXV: Prospect Analysis and Scouting

10 min 335

View Tutorial

Baseball Intermediate

Chapter 155: Hitting Coach Philosophy and Impact

Part XXVI: Coaching and Instruction

10 min 442

View Tutorial

Baseball Intermediate

Chapter 156: Pitching Coach Impact

Part XXVI: Coaching and Instruction

10 min 157

View Tutorial

Baseball Intermediate

Chapter 157: Bench Coach and Staff Roles

Part XXVI: Coaching and Instruction

10 min 408

View Tutorial

Baseball Advanced

Chapter 158: Manager Analytics and Evaluation

Part XXVI: Coaching and Instruction

10 min 520

View Tutorial

Baseball Intermediate

Chapter 159: Mental Skills and Sports Psychology

Part XXVII: Psychology and Mental Performance

10 min 326

View Tutorial

Baseball Advanced

Chapter 160: Clutch Performance and Pressure

Part XXVII: Psychology and Mental Performance

10 min 518

View Tutorial

Baseball Intermediate

Chapter 161: Team Chemistry and Clubhouse Culture

Part XXVII: Psychology and Mental Performance

10 min 64

View Tutorial

Baseball Intermediate

Chapter 162: Slumps and Hot Streaks

Part XXVII: Psychology and Mental Performance

10 min 213

View Tutorial

Basketball Intermediate

Chapter 7: Four Factors of Basketball Success

Part II: Offensive Analytics

10 min 327

View Tutorial

Basketball Intermediate

Chapter 8: Shooting Efficiency and True Shooting

Part II: Offensive Analytics

10 min 448

View Tutorial

Basketball Intermediate

Chapter 9: Three-Point Revolution and Spacing

Part II: Offensive Analytics

10 min 206

View Tutorial

Basketball Intermediate

Chapter 10: Shot Charts and Spatial Analytics

Part II: Offensive Analytics

10 min 138

View Tutorial

Basketball Intermediate

Chapter 11: Offensive Rebounding and Second Chances

Part II: Offensive Analytics

10 min 525

View Tutorial

Basketball Intermediate

Chapter 12: Assist Rate and Ball Movement

Part II: Offensive Analytics

10 min 158

View Tutorial

Basketball Intermediate

Chapter 13: Turnovers and Ball Security

Part II: Offensive Analytics

10 min 166

View Tutorial

Basketball Intermediate

Chapter 14: Free Throw Analytics and Foul Drawing

Part II: Offensive Analytics

10 min 307

View Tutorial

Basketball Intermediate

Chapter 15: Pace, Possessions, and Tempo

Part II: Offensive Analytics

10 min 487

View Tutorial

Basketball Intermediate

Chapter 16: Defensive Metrics Overview

Part III: Defensive Analytics

10 min 466

View Tutorial

Basketball Intermediate

Chapter 17: Defensive Rebounding and Limiting Second Chances

Part III: Defensive Analytics

10 min 320

View Tutorial

Basketball Intermediate

Chapter 18: Steals, Deflections, and Disruptive Defense

Part III: Defensive Analytics

10 min 150

View Tutorial

Basketball Intermediate

Chapter 19: Rim Protection and Shot Blocking

Part III: Defensive Analytics

10 min 243

View Tutorial

Basketball Intermediate

Chapter 20: Perimeter Defense and Closeouts

Part III: Defensive Analytics

10 min 216

View Tutorial

Basketball Advanced

Chapter 21: Individual Defensive Metrics

Part III: Defensive Analytics

10 min 301

View Tutorial

Basketball Intermediate

Chapter 22: Team Defense and Schemes

Part III: Defensive Analytics

10 min 308

View Tutorial

Basketball Intermediate

Chapter 23: Player Efficiency Rating (PER)

Part IV: Player Evaluation and Advanced Metrics

10 min 88

View Tutorial

Basketball Intermediate

Chapter 24: Win Shares

Part IV: Player Evaluation and Advanced Metrics

10 min 464

View Tutorial

Basketball Intermediate

Chapter 25: Box Plus/Minus (BPM) and VORP

Part IV: Player Evaluation and Advanced Metrics

10 min 508

View Tutorial

Basketball Advanced

Chapter 26: Real Plus-Minus (RPM) and Luck-Adjusted

Part IV: Player Evaluation and Advanced Metrics

10 min 99

View Tutorial

Basketball Advanced

Chapter 27: RAPTOR and 538 Metrics

Part IV: Player Evaluation and Advanced Metrics

10 min 421

View Tutorial

Basketball Advanced

Chapter 28: Estimated Plus-Minus (EPM) and LEBRON

Part IV: Player Evaluation and Advanced Metrics

10 min 260

View Tutorial

Basketball Intermediate

Chapter 29: Usage Rate and Shot Creation

Part IV: Player Evaluation and Advanced Metrics

10 min 487

View Tutorial

Basketball Intermediate

Chapter 30: Clutch Performance Analytics

Part IV: Player Evaluation and Advanced Metrics

10 min 104

View Tutorial

Basketball Intermediate

Chapter 31: Lineup Combinations and Net Rating

Part V: Lineup Analytics and Rotations

10 min 510

View Tutorial

Basketball Intermediate

Chapter 32: On-Off Court Analysis

Part V: Lineup Analytics and Rotations

10 min 187

View Tutorial

Basketball Intermediate

Chapter 33: Substitution Patterns and Rotation Management

Part V: Lineup Analytics and Rotations

10 min 356

View Tutorial

Basketball Intermediate

Chapter 34: Three-Man and Four-Man Lineup Analytics

Part V: Lineup Analytics and Rotations

10 min 170

View Tutorial

Basketball Intermediate

Chapter 35: Lineup Synergy and Chemistry

Part V: Lineup Analytics and Rotations

10 min 235

View Tutorial

Basketball Intermediate

Chapter 36: Player Tracking Data Overview

Part VI: Player Tracking and Spatial Analytics

10 min 112

View Tutorial

Basketball Intermediate

Chapter 37: Speed, Distance, and Movement Analytics

Part VI: Player Tracking and Spatial Analytics

10 min 306

View Tutorial

Basketball Advanced

Chapter 38: Shot Quality and Expected Field Goal %

Part VI: Player Tracking and Spatial Analytics

10 min 144

View Tutorial

Basketball Intermediate

Chapter 39: Passing Analytics and Ball Movement

Part VI: Player Tracking and Spatial Analytics

10 min 252

View Tutorial

Basketball Intermediate

Chapter 40: Drives, Touches, and Paint Analytics

Part VI: Player Tracking and Spatial Analytics

10 min 280

View Tutorial

Basketball Advanced

Chapter 41: Defensive Tracking Metrics

Part VI: Player Tracking and Spatial Analytics

10 min 95

View Tutorial

Basketball Intermediate

Chapter 42: Shot Type Classification

Part VII: Shooting Analytics Deep Dive

10 min 84

View Tutorial

Basketball Intermediate

Chapter 43: Shot Clock and Time Remaining

Part VII: Shooting Analytics Deep Dive

10 min 85

View Tutorial

Basketball Intermediate

Chapter 44: Dribbles, Touch Time, and Shot Creation

Part VII: Shooting Analytics Deep Dive

10 min 124

View Tutorial

Basketball Intermediate

Chapter 45: Contested vs Open Shots

Part VII: Shooting Analytics Deep Dive

10 min 317

View Tutorial

Basketball Intermediate

Chapter 46: Hot Hand and Shooting Streaks

Part VII: Shooting Analytics Deep Dive

10 min 164

View Tutorial

Basketball Intermediate

Chapter 47: Three-Point Shooting Deep Dive

Part VII: Shooting Analytics Deep Dive

10 min 319

View Tutorial

Basketball Intermediate

Chapter 48: End-of-Game Situations and Strategy

Part VIII: Game Theory and Strategy

10 min 53

View Tutorial

Basketball Intermediate

Chapter 49: Hack-a-Shaq and Intentional Fouling

Part VIII: Game Theory and Strategy

10 min 257

View Tutorial

Basketball Intermediate

Chapter 50: Timeout Strategy and Management

Part VIII: Game Theory and Strategy

10 min 76

View Tutorial

Basketball Intermediate

Chapter 51: Challenge System and Replay Analytics

Part VIII: Game Theory and Strategy

10 min 63

View Tutorial

Basketball Intermediate

Chapter 52: Tanking and Draft Position Strategy

Part VIII: Game Theory and Strategy

10 min 534

View Tutorial

Basketball Intermediate

Chapter 53: Rest vs Rust and Schedule Analytics

Part VIII: Game Theory and Strategy

10 min 432

View Tutorial

Basketball Intermediate

Chapter 54: NBA Draft Analytics

Part IX: Player Development and Scouting

10 min 508

View Tutorial

Basketball Intermediate

Chapter 55: College to NBA Translation

Part IX: Player Development and Scouting

10 min 196

View Tutorial

Basketball Intermediate

Chapter 56: G League Analytics and Development

Part IX: Player Development and Scouting

10 min 406

View Tutorial

Basketball Intermediate

Chapter 57: International Player Scouting

Part IX: Player Development and Scouting

10 min 393

View Tutorial

Basketball Intermediate

Chapter 58: Rookie Analytics and Year 1 Performance

Part IX: Player Development and Scouting

10 min 198

View Tutorial

Basketball Intermediate

Chapter 59: NBA Salary Cap System

Part X: Contracts, Salary Cap, and Team Building

10 min 263

View Tutorial

Basketball Intermediate

Chapter 60: Max Contracts and Supermax Deals

Part X: Contracts, Salary Cap, and Team Building

10 min 170

View Tutorial

Basketball Intermediate

Chapter 61: Mid-Level Exception and Cap Exceptions

Part X: Contracts, Salary Cap, and Team Building

10 min 512

View Tutorial

Basketball Intermediate

Chapter 62: Free Agency Analytics

Part X: Contracts, Salary Cap, and Team Building

10 min 502

View Tutorial

Basketball Intermediate

Chapter 63: Trade Valuation and Analysis

Part X: Contracts, Salary Cap, and Team Building

10 min 423

View Tutorial

Basketball Intermediate

Chapter 64: Draft Pick Valuation

Part X: Contracts, Salary Cap, and Team Building

10 min 58

View Tutorial

Basketball Intermediate

Chapter 65: Roster Construction and Team Building

Part X: Contracts, Salary Cap, and Team Building

10 min 473

View Tutorial

Basketball Advanced

Chapter 66: Pick-and-Roll Analytics

Part XI: Advanced Offensive Concepts

10 min 141

View Tutorial

Basketball Intermediate

Chapter 67: Isolation and One-on-One Scoring

Part XI: Advanced Offensive Concepts

10 min 237

View Tutorial

Basketball Intermediate

Chapter 68: Transition Offense Analytics

Part XI: Advanced Offensive Concepts

10 min 214

View Tutorial

Basketball Intermediate

Chapter 69: Post-Up Offense and Back-to-Basket

Part XI: Advanced Offensive Concepts

10 min 309

View Tutorial

Basketball Intermediate

Chapter 70: Off-Ball Movement and Cutting

Part XI: Advanced Offensive Concepts

10 min 354

View Tutorial

Basketball Intermediate

Chapter 71: Offensive Rebounding Strategy

Part XI: Advanced Offensive Concepts

10 min 295

View Tutorial

Basketball Intermediate

Chapter 72: Handoff and Dribble Handoff (DHO) Offense

Part XI: Advanced Offensive Concepts

10 min 360

View Tutorial

Basketball Intermediate

Chapter 73: Horns, Stack, and Set Plays

Part XI: Advanced Offensive Concepts

10 min 368

View Tutorial

Basketball Intermediate

Chapter 74: Five-Out and Spread Offense

Part XI: Advanced Offensive Concepts

10 min 210

View Tutorial

Basketball Advanced

Chapter 75: Pick-and-Roll Defense Schemes

Part XII: Advanced Defensive Concepts

10 min 397

View Tutorial

Basketball Advanced

Chapter 76: Switching Defense and Versatility

Part XII: Advanced Defensive Concepts

10 min 306

View Tutorial

Basketball Intermediate

Chapter 77: Help Defense and Rotations

Part XII: Advanced Defensive Concepts

10 min 289

View Tutorial

Basketball Intermediate

Chapter 78: Zone Defense Analytics

Part XII: Advanced Defensive Concepts

10 min 478

View Tutorial

Basketball Intermediate

Chapter 79: Press and Trap Defense

Part XII: Advanced Defensive Concepts

10 min 475

View Tutorial

Basketball Intermediate

Chapter 80: Defensive Communication and Awareness

Part XII: Advanced Defensive Concepts

10 min 389

View Tutorial

Basketball Intermediate

Chapter 81: Perimeter vs Interior Defense Balance

Part XII: Advanced Defensive Concepts

10 min 470

View Tutorial

Basketball Advanced

Chapter 82: Defensive Matchup and Assignment Analytics

Part XII: Advanced Defensive Concepts

10 min 133

View Tutorial

Basketball Intermediate

Chapter 83: Point Guard Analytics

Part XIII: Position-Specific Analytics

10 min 207

View Tutorial

Basketball Intermediate

Chapter 84: Shooting Guard and Wing Analytics

Part XIII: Position-Specific Analytics

10 min 86

View Tutorial

Basketball Intermediate

Chapter 85: Forward Analytics (Small and Power Forward)

Part XIII: Position-Specific Analytics

10 min 260

View Tutorial

Basketball Intermediate

Chapter 86: Center Analytics

Part XIII: Position-Specific Analytics

10 min 492

View Tutorial

Basketball Intermediate

Chapter 87: Positionless Basketball and Hybrid Roles

Part XIII: Position-Specific Analytics

10 min 129

View Tutorial

Basketball Intermediate

Chapter 88: Playoff Performance vs Regular Season

Part XIV: Playoff and Championship Analytics

10 min 123

View Tutorial

Basketball Intermediate

Chapter 89: Series Analytics and Adjustments

Part XIV: Playoff and Championship Analytics

10 min 175

View Tutorial

Basketball Intermediate

Chapter 90: Championship DNA and Team Archetypes

Part XIV: Playoff and Championship Analytics

10 min 459

View Tutorial

Basketball Intermediate

Chapter 91: Playoff Rotations and Minutes

Part XIV: Playoff and Championship Analytics

10 min 218

View Tutorial

Basketball Intermediate

Chapter 92: Clutch Playoff Performance

Part XIV: Playoff and Championship Analytics

10 min 163

View Tutorial

Basketball Intermediate

Chapter 93: Home Court Advantage in Playoffs

Part XIV: Playoff and Championship Analytics

10 min 111

View Tutorial

Basketball Advanced

Chapter 94: Coaching Analytics and Evaluation

Part XV: Coaching and Strategy

10 min 518

View Tutorial

Basketball Intermediate

Chapter 95: Offensive System Design

Part XV: Coaching and Strategy

10 min 205

View Tutorial

Basketball Intermediate

Chapter 96: Defensive System Design

Part XV: Coaching and Strategy

10 min 424

View Tutorial

Basketball Intermediate

Chapter 97: Player Development and Coaching Staff

Part XV: Coaching and Strategy

10 min 456

View Tutorial

Basketball Intermediate

Chapter 98: In-Game Adjustments and Adaptability

Part XV: Coaching and Strategy

10 min 460

View Tutorial

Basketball Intermediate

Chapter 99: Game Planning and Scouting Reports

Part XV: Coaching and Strategy

10 min 379

View Tutorial

Basketball Intermediate

Chapter 100: FIBA Rules vs NBA Rules Analytics

Part XVI: International and FIBA Basketball

10 min 466

View Tutorial

Basketball Intermediate

Chapter 101: EuroLeague and European Basketball

Part XVI: International and FIBA Basketball

10 min 143

View Tutorial

Basketball Intermediate

Chapter 102: Olympics and FIBA World Cup Analytics

Part XVI: International and FIBA Basketball

10 min 270

View Tutorial

Basketball Intermediate

Chapter 103: International Player Development

Part XVI: International and FIBA Basketball

10 min 370

View Tutorial

Basketball Intermediate

Chapter 104: Global Basketball Analytics

Part XVI: International and FIBA Basketball

10 min 492

View Tutorial

Football Beginner

Introduction to Football Analytics

Part I: Foundations and Data Infrastructure

10 min 302

View Tutorial

Football Intermediate

Data Infrastructure and Sources

Part I: Foundations and Data Infrastructure

10 min 481

View Tutorial

Football Intermediate

nflverse Ecosystem

Part I: Foundations and Data Infrastructure

10 min 450

View Tutorial

Football Intermediate

Data Wrangling and Cleaning

Part I: Foundations and Data Infrastructure

10 min 259

View Tutorial

Football Beginner

Visualization Basics

Part I: Foundations and Data Infrastructure

10 min 396

View Tutorial

Football Beginner

Offensive Basics and Play Types

Part II: Offensive Analytics

10 min 151

View Tutorial

Football Intermediate

Passing Analytics

Part II: Offensive Analytics

10 min 517

View Tutorial

Football Intermediate

Rushing Analytics

Part II: Offensive Analytics

10 min 83

View Tutorial

Football Advanced

Expected Points Added (EPA) Analysis

Part II: Offensive Analytics

10 min 316

View Tutorial

Football Intermediate

Success Rate Metrics

Part II: Offensive Analytics

10 min 281

View Tutorial

Football Intermediate

Play Calling and Tendencies

Part II: Offensive Analytics

10 min 409

View Tutorial

Football Intermediate

Offensive Efficiency Metrics

Part II: Offensive Analytics

10 min 149

View Tutorial

Football Beginner

Defensive Basics and Metrics

Part III: Defensive Analytics

10 min 471

View Tutorial

Football Intermediate

Coverage Analysis

Part III: Defensive Analytics

10 min 359

View Tutorial

Football Intermediate

Pass Rush Analytics

Part III: Defensive Analytics

10 min 332

View Tutorial

Football Intermediate

Run Defense Metrics

Part III: Defensive Analytics

10 min 532

View Tutorial

Football Intermediate

Defensive Efficiency Metrics

Part III: Defensive Analytics

10 min 117

View Tutorial

Football Intermediate

Scheme Analysis

Part III: Defensive Analytics

10 min 437

View Tutorial

Football Intermediate

Kicking Analytics

Part IV: Special Teams and Situational Football

10 min 284

View Tutorial

Football Intermediate

Punting Strategy

Part IV: Special Teams and Situational Football

10 min 61

View Tutorial

Football Intermediate

Return Game Analytics

Part IV: Special Teams and Situational Football

10 min 403

View Tutorial

Football Advanced

Fourth Down Decision Making

Part V: Game Theory and Strategic Analytics

10 min 282

View Tutorial

Football Intermediate

Two-Point Conversion Strategy

Part V: Game Theory and Strategic Analytics

10 min 151

View Tutorial

Football Intermediate

Clock Management

Part V: Game Theory and Strategic Analytics

10 min 360

View Tutorial

Football Advanced

Win Probability Models

Part V: Game Theory and Strategic Analytics

10 min 298

View Tutorial

Football Intermediate

Player Evaluation Methods

Part VI: Personnel Decisions and Player Evaluation

10 min 362

View Tutorial

Football Intermediate

Draft Analytics

Part VI: Personnel Decisions and Player Evaluation

10 min 364

View Tutorial

Football Intermediate

Salary Cap Management

Part VI: Personnel Decisions and Player Evaluation

10 min 184

View Tutorial

Football Intermediate

Roster Construction

Part VI: Personnel Decisions and Player Evaluation

10 min 278

View Tutorial

Football Intermediate

Coaching Metrics and Evaluation

Part VI: Personnel Decisions and Player Evaluation

10 min 287

View Tutorial

Football Advanced

Machine Learning Applications

Part VII: Advanced Technical Methods

10 min 55

View Tutorial

Football Advanced

Bayesian Methods in Football

Part VII: Advanced Technical Methods

10 min 364

View Tutorial

Football Advanced

Computer Vision for Football

Part VII: Advanced Technical Methods

10 min 103

View Tutorial

Football Advanced

Tracking Data Analysis

Part VII: Advanced Technical Methods

10 min 375

View Tutorial

Football Advanced

Simulation and Monte Carlo Methods

Part VII: Advanced Technical Methods

10 min 516

View Tutorial

Football Intermediate

College Football Data Sources

Part VIII: College Football Analytics

10 min 405

View Tutorial

Football Intermediate

Recruiting Analytics

Part VIII: College Football Analytics

10 min 430

View Tutorial

Football Intermediate

College vs NFL Analytics Differences

Part VIII: College Football Analytics

10 min 384

View Tutorial

Football Intermediate

Building an Analytics Department

Part IX: Organizational Implementation

10 min 83

View Tutorial

Football Intermediate

Communication and Storytelling

Part IX: Organizational Implementation

10 min 210

View Tutorial

Football Intermediate

Analytics Workflow and Tools

Part IX: Organizational Implementation

10 min 252

View Tutorial

Football Intermediate

Case Studies in Analytics Implementation

Part IX: Organizational Implementation

10 min 80

View Tutorial

Football Advanced

Emerging Technologies

Part X: Future Directions and Emerging Topics

10 min 95

View Tutorial

Football Advanced

Artificial Intelligence Future

Part X: Future Directions and Emerging Topics

10 min 184

View Tutorial

Football Beginner

Conclusion and Career Guidance

Part X: Future Directions and Emerging Topics

10 min 85

View Tutorial

Football Advanced

Pre-Snap Analytics and Motion

Part XI: Advanced Offensive Concepts

10 min 327

View Tutorial

Football Advanced

Route Combination Analytics

Part XI: Advanced Offensive Concepts

10 min 328

View Tutorial

Football Advanced

Quarterback Decision Making

Part XI: Advanced Offensive Concepts

10 min 109

View Tutorial

Football Advanced

Offensive Line Analytics

Part XI: Advanced Offensive Concepts

10 min 512

View Tutorial

Football Advanced

Red Zone and Goal Line Offense

Part XI: Advanced Offensive Concepts

10 min 184

View Tutorial

Football Advanced

Screen Game Analytics

Part XI: Advanced Offensive Concepts

10 min 335

View Tutorial

Football Advanced

Disguise and Deception on Defense

Part XII: Advanced Defensive Concepts

10 min 74

View Tutorial

Football Advanced

Linebacker Analytics

Part XII: Advanced Defensive Concepts

10 min 316

View Tutorial

Football Advanced

Cornerback and Safety Analytics

Part XII: Advanced Defensive Concepts

10 min 306

View Tutorial

Football Advanced

Defensive Front and DL Analytics

Part XII: Advanced Defensive Concepts

10 min 533

View Tutorial

Football Advanced

Blitz Package Analytics

Part XII: Advanced Defensive Concepts

10 min 198

View Tutorial

Football Advanced

Adjustments and In-Game Defensive Changes

Part XII: Advanced Defensive Concepts

10 min 340

View Tutorial

Football Intermediate

Third Down Analytics

Part XIII: Situational Football Deep Dives

10 min 57

View Tutorial

Football Intermediate

Two-Minute Offense and Hurry-Up

Part XIII: Situational Football Deep Dives

10 min 216

View Tutorial

Football Intermediate

Short Yardage and Goal Line Situations

Part XIII: Situational Football Deep Dives

10 min 361

View Tutorial

Football Intermediate

Weather and Environmental Analytics

Part XIII: Situational Football Deep Dives

10 min 107

View Tutorial

Football Intermediate

Garbage Time and Game Script

Part XIII: Situational Football Deep Dives

10 min 402

View Tutorial

Football Intermediate

Rookie Analytics and Year 1 Performance

Part XIV: Player Performance and Development

10 min 141

View Tutorial

Football Intermediate

Career Arc and Aging Curves

Part XIV: Player Performance and Development

10 min 448

View Tutorial

Football Advanced

Injury Analytics and Prevention

Part XIV: Player Performance and Development

10 min 268

View Tutorial

Football Intermediate

Positional Versatility and Hybrid Players

Part XIV: Player Performance and Development

10 min 447

View Tutorial

Football Intermediate

Practice and Training Camp Analytics

Part XIV: Player Performance and Development

10 min 381

View Tutorial

Football Intermediate

Leadership and Intangibles Quantification

Part XIV: Player Performance and Development

10 min 514

View Tutorial

Football Intermediate

Trade Analytics and Valuation

Part XV: Team Building and Front Office

10 min 380

View Tutorial

Football Intermediate

Free Agency Strategy

Part XV: Team Building and Front Office

10 min 306

View Tutorial

Football Advanced

Compensatory Picks and Cap Strategies

Part XV: Team Building and Front Office

10 min 340

View Tutorial

Football Intermediate

Organizational Structure and Decision Making

Part XV: Team Building and Front Office

10 min 233

View Tutorial

Football Intermediate

Scouting Department Analytics

Part XV: Team Building and Front Office

10 min 96

View Tutorial

Football Intermediate

Competitive Balance and Parity

Part XV: Team Building and Front Office

10 min 230

View Tutorial

Football Advanced

Causal Inference in Football

Part XVI: Advanced Statistics and Modeling

10 min 313

View Tutorial

Football Advanced

Time Series Analysis for Football

Part XVI: Advanced Statistics and Modeling

10 min 327

View Tutorial

Football Advanced

Network Analysis in Football

Part XVI: Advanced Statistics and Modeling

10 min 144

View Tutorial

Football Advanced

Spatial Analytics and Field Geography

Part XVI: Advanced Statistics and Modeling

10 min 189

View Tutorial

Football Advanced

Survival Analysis for Football

Part XVI: Advanced Statistics and Modeling

10 min 464

View Tutorial

Football Advanced

Multi-Level and Hierarchical Modeling

Part XVI: Advanced Statistics and Modeling

10 min 206

View Tutorial

Football Intermediate

Opponent Scouting and Preparation

Part XVII: Opponent Analysis and Game Planning

10 min 86

View Tutorial

Football Intermediate

Game Planning Analytics

Part XVII: Opponent Analysis and Game Planning

10 min 262

View Tutorial

Football Intermediate

In-Game Adjustments and Adaptation

Part XVII: Opponent Analysis and Game Planning

10 min 503

View Tutorial

Football Intermediate

Divisional and Conference Analytics

Part XVII: Opponent Analysis and Game Planning

10 min 181

View Tutorial

Football Intermediate

Self-Scouting and Tendency Breaking

Part XVII: Opponent Analysis and Game Planning

10 min 345

View Tutorial

Football Intermediate

Broadcasting Analytics and Graphics

Part XVIII: Broadcasting, Media, and Public Analytics

10 min 132

View Tutorial

Football Intermediate

Fantasy Football Analytics

Part XVIII: Broadcasting, Media, and Public Analytics

10 min 78

View Tutorial

Football Advanced

Sports Betting and Odds Making

Part XVIII: Broadcasting, Media, and Public Analytics

10 min 442

View Tutorial

Football Intermediate

Public Analytics and Media Metrics

Part XVIII: Broadcasting, Media, and Public Analytics

10 min 429

View Tutorial

Football Intermediate

Video Game Analytics (Madden, etc.)

Part XVIII: Broadcasting, Media, and Public Analytics

10 min 267

View Tutorial

Football Intermediate

Canadian Football League (CFL) Analytics

Part XIX: International and Alternative Football

10 min 497

View Tutorial

Football Intermediate

Arena Football and Indoor Leagues

Part XIX: International and Alternative Football

10 min 138

View Tutorial

Football Intermediate

Spring Leagues (USFL, XFL, etc.)

Part XIX: International and Alternative Football

10 min 149

View Tutorial

Football Intermediate

International Football Growth

Part XIX: International and Alternative Football

10 min 280

View Tutorial

Football Beginner

High School Football Analytics

Part XX: Youth and High School Football

10 min 402

View Tutorial

Football Beginner

Youth Football Development

Part XX: Youth and High School Football

10 min 123

View Tutorial

Football Intermediate

7-on-7 and Passing Leagues

Part XX: Youth and High School Football

10 min 358

View Tutorial

Football Intermediate

Prep School and Post-Grad Football

Part XX: Youth and High School Football

10 min 371

View Tutorial

Football Intermediate

Revenue Analytics

Part XXII: Business and Economics of Football

10 min 234

View Tutorial

Football Intermediate

Ticket Sales and Stadium Analytics

Part XXII: Business and Economics of Football

10 min 506

View Tutorial

Football Intermediate

Merchandising and Licensing

Part XXII: Business and Economics of Football

10 min 279

View Tutorial

Football Intermediate

Sponsorship and Partnership Analytics

Part XXII: Business and Economics of Football

10 min 326

View Tutorial

Football Intermediate

Media Rights and Broadcasting Economics

Part XXII: Business and Economics of Football

10 min 243

View Tutorial

Football Intermediate

Team Valuation and Ownership

Part XXII: Business and Economics of Football

10 min 190

View Tutorial

Football Intermediate

Contract Analytics and Negotiation

Part XXIII: Legal, Medical, and Safety

10 min 170

View Tutorial

Football Intermediate

Collective Bargaining Agreement Analytics

Part XXIII: Legal, Medical, and Safety

10 min 232

View Tutorial

Football Advanced

Concussion and Head Injury Analytics

Part XXIII: Legal, Medical, and Safety

10 min 100

View Tutorial

Football Intermediate

Player Safety and Rule Changes

Part XXIII: Legal, Medical, and Safety

10 min 256

View Tutorial

Football Intermediate

Legal Analytics (Grievances, Disputes)

Part XXIII: Legal, Medical, and Safety

10 min 431

View Tutorial

Football Advanced

Era Adjustment and Historical Comparison

Part XXIV: Historical and Comparative Analytics

10 min 335

View Tutorial

Football Intermediate

Greatest Teams of All Time

Part XXIV: Historical and Comparative Analytics

10 min 334

View Tutorial

Football Intermediate

Greatest Players and Positions

Part XXIV: Historical and Comparative Analytics

10 min 114

View Tutorial

Football Intermediate

Historical Trends and Evolution

Part XXIV: Historical and Comparative Analytics

10 min 517

View Tutorial

Football Advanced

Comparative Sports Analytics

Part XXIV: Historical and Comparative Analytics

10 min 196

View Tutorial

Football Advanced

Biometric and Wearable Analytics

Part XXV: Emerging Analytics Frontiers

10 min 380

View Tutorial

Football Advanced

Genomics and Personalized Training

Part XXV: Emerging Analytics Frontiers

10 min 262

View Tutorial

Football Advanced

Neuroscience and Cognitive Analytics

Part XXV: Emerging Analytics Frontiers

10 min 119

View Tutorial

Football Intermediate

Environmental and Sustainability Analytics

Part XXV: Emerging Analytics Frontiers

10 min 259

View Tutorial

Football Intermediate

Social Impact and Community Analytics

Part XXV: Emerging Analytics Frontiers

10 min 391

View Tutorial

Football Advanced

Quantum Analytics and Future Computing

Part XXV: Emerging Analytics Frontiers

10 min 126

View Tutorial

Football Advanced

Quarterback Analytics Deep Dive

Part XXVI: Position-Specific Deep Dives

10 min 409

View Tutorial

Football Advanced

Running Back Analytics Deep Dive

Part XXVI: Position-Specific Deep Dives

10 min 117

View Tutorial

Football Advanced

Wide Receiver Analytics Deep Dive

Part XXVI: Position-Specific Deep Dives

10 min 308

View Tutorial

Football Advanced

Tight End Analytics Deep Dive

Part XXVI: Position-Specific Deep Dives

10 min 139

View Tutorial

Football Advanced

Offensive Line Position-by-Position

Part XXVI: Position-Specific Deep Dives

10 min 223

View Tutorial

Football Advanced

Defensive Line Position-by-Position

Part XXVI: Position-Specific Deep Dives

10 min 147

View Tutorial

Football Advanced

Linebacker Position-by-Position

Part XXVI: Position-Specific Deep Dives

10 min 518

View Tutorial

Football Advanced

Cornerback Position-by-Position

Part XXVI: Position-Specific Deep Dives

10 min 100

View Tutorial

Football Advanced

Safety Position-by-Position

Part XXVI: Position-Specific Deep Dives

10 min 394

View Tutorial

Football Intermediate

Special Teams Position-by-Position

Part XXVI: Position-Specific Deep Dives

10 min 124

View Tutorial

Football Intermediate

Fullback and H-Back Analytics

Part XXVI: Position-Specific Deep Dives

10 min 385

View Tutorial

Hockey Beginner

Introduction to Hockey Analytics

Part I: Foundations and Data Infrastructure

10 min 504

View Tutorial

Hockey Intermediate

Hockey Data Sources and Infrastructure

Part I: Foundations and Data Infrastructure

10 min 318

View Tutorial

Hockey Intermediate

R and Python for Hockey Analytics

Part I: Foundations and Data Infrastructure

10 min 528

View Tutorial

Hockey Intermediate

Play-by-Play Data and Event Tracking

Part I: Foundations and Data Infrastructure

10 min 134

View Tutorial

Hockey Intermediate

Visualization for Hockey Analytics

Part I: Foundations and Data Infrastructure

10 min 537

View Tutorial

Hockey Beginner

Traditional Hockey Statistics

Part I: Foundations and Data Infrastructure

10 min 236

View Tutorial

Hockey Intermediate

Corsi and Shot Attempts

Part II: Shot-Based Metrics and Possession

10 min 519

View Tutorial

Hockey Intermediate

Fenwick and Unblocked Shots

Part II: Shot-Based Metrics and Possession

10 min 338

View Tutorial

Hockey Advanced

Expected Goals (xG) Models

Part II: Shot-Based Metrics and Possession

10 min 81

View Tutorial

Hockey Intermediate

Shot Quality and Danger

Part II: Shot-Based Metrics and Possession

10 min 342

View Tutorial

Hockey Intermediate

Shooting Percentage and Regression

Part II: Shot-Based Metrics and Possession

10 min 417

View Tutorial

Hockey Intermediate

Zone Entries and Controlled Entry

Part II: Shot-Based Metrics and Possession

10 min 509

View Tutorial

Hockey Intermediate

Zone Exits and Breakouts

Part II: Shot-Based Metrics and Possession

10 min 245

View Tutorial

Hockey Intermediate

Possession Metrics and Zone Time

Part II: Shot-Based Metrics and Possession

10 min 149

View Tutorial

Hockey Beginner

Plus/Minus and Limitations

Part III: Player Evaluation and Advanced Metrics

10 min 460

View Tutorial

Hockey Advanced

Relative Metrics and Context

Part III: Player Evaluation and Advanced Metrics

10 min 305

View Tutorial

Hockey Advanced

Wins Above Replacement (WAR)

Part III: Player Evaluation and Advanced Metrics

10 min 95

View Tutorial

Hockey Advanced

Regularized Adjusted Plus-Minus (RAPM)

Part III: Player Evaluation and Advanced Metrics

10 min 510

View Tutorial

Hockey Advanced

Goals Above Expected (GAx)

Part III: Player Evaluation and Advanced Metrics

10 min 214

View Tutorial

Hockey Advanced

Impact Metrics and Player Value

Part III: Player Evaluation and Advanced Metrics

10 min 490

View Tutorial

Hockey Intermediate

Usage Charts and Player Roles

Part III: Player Evaluation and Advanced Metrics

10 min 259

View Tutorial

Hockey Intermediate

Individual Offensive and Defensive Metrics

Part III: Player Evaluation and Advanced Metrics

10 min 275

View Tutorial

Hockey Intermediate

Power Play Analytics

Part IV: Special Teams Analytics

10 min 51

View Tutorial

Hockey Intermediate

Penalty Kill Analytics

Part IV: Special Teams Analytics

10 min 378

View Tutorial

Hockey Intermediate

Penalty Analytics and Discipline

Part IV: Special Teams Analytics

10 min 189

View Tutorial

Hockey Intermediate

4-on-4 and Even-Strength Analytics

Part IV: Special Teams Analytics

10 min 262

View Tutorial

Hockey Intermediate

3-on-3 Overtime Analytics

Part IV: Special Teams Analytics

10 min 192

View Tutorial

Hockey Intermediate

Empty Net Situations

Part IV: Special Teams Analytics

10 min 124

View Tutorial

Hockey Intermediate

Save Percentage and Context

Part V: Goaltending Analytics

10 min 494

View Tutorial

Hockey Intermediate

Goals Against Average and Quality Starts

Part V: Goaltending Analytics

10 min 50

View Tutorial

Hockey Advanced

Goals Saved Above Expected (GSAx)

Part V: Goaltending Analytics

10 min 219

View Tutorial

Hockey Intermediate

Goalie Workload and Fatigue

Part V: Goaltending Analytics

10 min 396

View Tutorial

Hockey Intermediate

Goaltending Styles and Positioning

Part V: Goaltending Analytics

10 min 273

View Tutorial

Hockey Intermediate

Goalie Evaluation and Scouting

Part V: Goaltending Analytics

10 min 129

View Tutorial

Hockey Intermediate

Goalie Tandem and Backup Analytics

Part V: Goaltending Analytics

10 min 277

View Tutorial

Hockey Intermediate

Forward Line Combinations

Part VI: Line Combinations and Deployment

10 min 446

View Tutorial

Hockey Intermediate

Defensive Pairings

Part VI: Line Combinations and Deployment

10 min 350

View Tutorial

Hockey Intermediate

Line Matching and Deployment

Part VI: Line Combinations and Deployment

10 min 363

View Tutorial

Hockey Intermediate

Ice Time Distribution and Shifts

Part VI: Line Combinations and Deployment

10 min 215

View Tutorial

Hockey Advanced

On-Ice/Off-Ice Impact Analysis

Part VI: Line Combinations and Deployment

10 min 435

View Tutorial

Hockey Intermediate

Score Effects and Game State

Part VII: Game Theory and Strategy

10 min 481

View Tutorial

Hockey Intermediate

Face-Off Analytics

Part VII: Game Theory and Strategy

10 min 50

View Tutorial

Hockey Intermediate

Timeout Usage and Icing Strategy

Part VII: Game Theory and Strategy

10 min 258

View Tutorial

Hockey Advanced

Playoff Strategy and Adjustments

Part VII: Game Theory and Strategy

10 min 90

View Tutorial

Hockey Intermediate

Shootout Analytics

Part VII: Game Theory and Strategy

10 min 126

View Tutorial

Hockey Intermediate

NHL Draft Analytics

Part VIII: Player Development and Scouting

10 min 309

View Tutorial

Hockey Intermediate

Junior Hockey Analytics (CHL)

Part VIII: Player Development and Scouting

10 min 121

View Tutorial

Hockey Intermediate

NCAA Hockey Analytics

Part VIII: Player Development and Scouting

10 min 127

View Tutorial

Hockey Intermediate

European League Analytics

Part VIII: Player Development and Scouting

10 min 221

View Tutorial

Hockey Advanced

Prospect Rankings and Evaluation

Part VIII: Player Development and Scouting

10 min 175

View Tutorial

Hockey Intermediate

Rookie Performance and Development Curves

Part VIII: Player Development and Scouting

10 min 161

View Tutorial

Hockey Intermediate

NHL Salary Cap System

Part IX: Contracts, Salary Cap, and Team Building

10 min 232

View Tutorial

Hockey Intermediate

Contract Structure and Types

Part IX: Contracts, Salary Cap, and Team Building

10 min 129

View Tutorial

Hockey Intermediate

Free Agency Analytics

Part IX: Contracts, Salary Cap, and Team Building

10 min 396

View Tutorial

Hockey Intermediate

Trade Analytics and Deadline

Part IX: Contracts, Salary Cap, and Team Building

10 min 547

View Tutorial

Hockey Intermediate

Draft Pick Valuation

Part IX: Contracts, Salary Cap, and Team Building

10 min 496

View Tutorial

Hockey Advanced

Roster Construction and Team Building

Part IX: Contracts, Salary Cap, and Team Building

10 min 291

View Tutorial

Hockey Intermediate

Expansion Draft and Protection Lists

Part IX: Contracts, Salary Cap, and Team Building

10 min 415

View Tutorial

Baseball Beginner

Introduction to Baseball Analytics and Sabermetrics

Foundations and Data Infrastructure

15 min 453

View Tutorial

Baseball Beginner

Baseball Data Sources and Infrastructure

Foundations and Data Infrastructure

20 min 161

View Tutorial

Baseball Intermediate

R and Python for Baseball Analytics

Foundations and Data Infrastructure

25 min 348

View Tutorial

Baseball Intermediate

Data Wrangling and Play-by-Play Analysis

Foundations and Data Infrastructure

20 min 216

View Tutorial

Baseball Intermediate

Visualization for Baseball Analytics

Foundations and Data Infrastructure

20 min 503

View Tutorial

Baseball Beginner

Baseball Statistics Fundamentals

Foundations and Data Infrastructure

15 min 319

View Tutorial

Baseball Beginner

On-Base Percentage and Plate Discipline

Hitting and Offensive Analytics

18 min 536

View Tutorial

Baseball Beginner

Slugging and Power Metrics

Hitting and Offensive Analytics

18 min 174

View Tutorial

Baseball Intermediate

Weighted On-Base Average (wOBA) and wRC+

Hitting and Offensive Analytics

20 min 212

View Tutorial

Baseball Intermediate

Batted Ball Analytics and Statcast

Hitting and Offensive Analytics

22 min 490

View Tutorial

Baseball Intermediate

Expected Stats and Luck Indicators

Hitting and Offensive Analytics

18 min 264

View Tutorial

Baseball Beginner

Baserunning and Speed Analytics

Hitting and Offensive Analytics

18 min 302

View Tutorial

Baseball Intermediate

Clutch Hitting and Leverage

Hitting and Offensive Analytics

20 min 166

View Tutorial

Baseball Advanced

Offensive Metrics Integration and WAR

Hitting and Offensive Analytics

25 min 369

View Tutorial

Baseball Beginner

Pitching Statistics Fundamentals

Pitching Analytics

18 min 302

View Tutorial

Baseball Intermediate

Defense-Independent Pitching Stats

Pitching Analytics

20 min 354

View Tutorial

Baseball Intermediate

Pitch Arsenal and Repertoire Analysis

Pitching Analytics

22 min 312

View Tutorial

Baseball Intermediate

Pitch Velocity and Movement

Pitching Analytics

20 min 451

View Tutorial

Baseball Intermediate

Pitch Location and Command

Pitching Analytics

18 min 268

View Tutorial

Baseball Beginner

Platoon Splits and Handedness

Pitching Analytics

18 min 438

View Tutorial

Baseball Intermediate

Starter vs Reliever Analytics

Pitching Analytics

20 min 335

View Tutorial

Baseball Intermediate

Contact Management and Batted Ball Allowed

Pitching Analytics

20 min 315

View Tutorial

Baseball Intermediate

Pitcher Stamina and Fatigue

Pitching Analytics

18 min 516

View Tutorial

Baseball Advanced

Pitching WAR and Value Metrics

Pitching Analytics

22 min 88

View Tutorial

Baseball Beginner

Traditional Fielding Metrics

Fielding and Defensive Analytics

15 min 342

View Tutorial

Baseball Intermediate

Defensive Runs Saved (DRS)

Fielding and Defensive Analytics

20 min 396

View Tutorial

Baseball Intermediate

Ultimate Zone Rating (UZR) and OAA

Fielding and Defensive Analytics

20 min 405

View Tutorial

Baseball Intermediate

Infield Positioning and Shift Analytics

Fielding and Defensive Analytics

20 min 289

View Tutorial

Baseball Intermediate

Outfield Positioning and Route Efficiency

Fielding and Defensive Analytics

18 min 180

View Tutorial

Baseball Intermediate

Catcher Defense and Pitch Framing

Fielding and Defensive Analytics

22 min 482

View Tutorial

Basketball Advanced

Lineup Combinations and Net Rating

Lineup Analytics and Rotations

13 min 323

View Tutorial

Basketball Advanced

On-Off Court Analysis

Lineup Analytics and Rotations

12 min 118

View Tutorial

Basketball Advanced

Substitution Patterns and Rotation Management

Lineup Analytics and Rotations

13 min 73

View Tutorial

Football Beginner

Introduction to Football Analytics

Foundations

10 min 461

View Tutorial

Football Beginner

Understanding Football Statistics

Foundations

10 min 536

View Tutorial

Football Beginner

Data Collection and Validation

Foundations

10 min 248

View Tutorial

Football Beginner

Performance Metrics Fundamentals

Foundations

10 min 81

View Tutorial

Football Intermediate

Probability and Expected Value

Foundations

10 min 114

View Tutorial

Football Intermediate

Quarterback Evaluation

Offensive Analytics

10 min 278

View Tutorial

Football Intermediate

Running Back Analytics

Offensive Analytics

10 min 499

View Tutorial

Football Intermediate

Receiving Corps Analysis

Offensive Analytics

10 min 109

View Tutorial

Football Intermediate

Play-Calling Strategy

Offensive Analytics

10 min 501

View Tutorial

Football Intermediate

Red Zone Efficiency

Offensive Analytics

10 min 128

View Tutorial

Football Intermediate

Offensive Line Evaluation

Offensive Analytics

10 min 87

View Tutorial

Football Intermediate

Cornerback and Coverage Analysis

Defensive Analytics

10 min 500

View Tutorial

Football Intermediate

Pass Rush Effectiveness

Defensive Analytics

10 min 189

View Tutorial

Football Intermediate

Linebacker Performance Metrics

Defensive Analytics

10 min 397

View Tutorial

Football Intermediate

Run Defense Analysis

Defensive Analytics

10 min 367

View Tutorial

Football Intermediate

Defensive Scheme and Coverage Types

Defensive Analytics

10 min 94

View Tutorial

Football Intermediate

Blitz Analytics and Pressure Schemes

Defensive Analytics

10 min 318

View Tutorial

Football Intermediate

Coverage Assignment and Technique

Defensive Analytics

10 min 262

View Tutorial

Football Intermediate

Kicking and Field Goal Analytics

Special Teams

10 min 305

View Tutorial

Football Intermediate

Punting Strategy and Efficiency

Special Teams

10 min 191

View Tutorial

Football Intermediate

Returns and Coverage Units

Special Teams

10 min 489

View Tutorial

Football Intermediate

Field Position Strategy

Special Teams

10 min 325

View Tutorial

Football Advanced

Optimal Strategy and Game Theory

Game Theory

10 min 106

View Tutorial

Football Advanced

Expected Points and Win Probability

Game Theory

10 min 506

View Tutorial

Football Advanced

Fourth Down Decision Making

Game Theory

10 min 164

View Tutorial

Football Advanced

Two-Minute Drill Analytics

Game Theory

10 min 253

View Tutorial

Football Advanced

Predictive Game Modeling

Game Theory

10 min 220

View Tutorial

Football Advanced

Competition and Arms Race Dynamics

Game Theory

10 min 295

View Tutorial

Football Intermediate

Player Evaluation and Scouting

Personnel Decisions

10 min 265

View Tutorial

Football Intermediate

Draft Strategy and Value Selection

Personnel Decisions

10 min 389

View Tutorial

Football Intermediate

Free Agency and Contract Valuation

Personnel Decisions

10 min 101

View Tutorial

Football Intermediate

Salary Cap Management

Personnel Decisions

10 min 288

View Tutorial

Football Intermediate

Team Composition and Fit

Personnel Decisions

10 min 87

View Tutorial

Football Advanced

Machine Learning Applications in Football

Advanced Technical Methods

10 min 522

View Tutorial

Football Advanced

Computer Vision and Tracking Data

Advanced Technical Methods

10 min 298

View Tutorial

Football Advanced

Causal Inference and Treatment Effects

Advanced Technical Methods

10 min 376

View Tutorial

Football Advanced

Bayesian Methods and Uncertainty Quantification

Advanced Technical Methods

10 min 435

View Tutorial

Football Advanced

Advanced Data Visualization and Communication

Advanced Technical Methods

10 min 500

View Tutorial

Soccer Beginner

Introduction to Soccer Analytics

Foundations of Soccer Analytics

10 min 146

View Tutorial

Soccer Beginner

Data Infrastructure and Sources

Foundations of Soccer Analytics

10 min 179

View Tutorial

Soccer Beginner

Core Soccer Metrics

Foundations of Soccer Analytics

10 min 406

View Tutorial

Soccer Intermediate

Expected Goals (xG) Fundamentals

Foundations of Soccer Analytics

10 min 444

View Tutorial

Soccer Intermediate

Advanced Shot Metrics

Foundations of Soccer Analytics

10 min 455

View Tutorial

Soccer Intermediate

Soccer Analytics in R and Python

Foundations of Soccer Analytics

10 min 391

View Tutorial

Soccer Intermediate

Passing Metrics and Networks

Passing and Possession Analytics

10 min 541

View Tutorial

Soccer Intermediate

Expected Assists (xA)

Passing and Possession Analytics

10 min 484

View Tutorial

Soccer Advanced

Possession Value Models

Passing and Possession Analytics

10 min 245

View Tutorial

Soccer Intermediate

Progressive and Penetrative Passing

Passing and Possession Analytics

10 min 224

View Tutorial

Soccer Intermediate

Crossing and Wide Play

Passing and Possession Analytics

10 min 337

View Tutorial

Soccer Intermediate

Build-Up Play Analysis

Passing and Possession Analytics

10 min 458

View Tutorial

Soccer Intermediate

Set Piece Analytics

Passing and Possession Analytics

10 min 234

View Tutorial

Soccer Intermediate

Individual Defensive Metrics

Defensive Analytics

10 min 247

View Tutorial

Soccer Intermediate

Pressing and Counter-Pressing

Defensive Analytics

10 min 482

View Tutorial

Soccer Intermediate

Defensive Line and Compactness

Defensive Analytics

10 min 120

View Tutorial

Soccer Intermediate

Transition Defense

Defensive Analytics

10 min 105

View Tutorial

Soccer Intermediate

Ball Recovery Analytics

Defensive Analytics

10 min 114

View Tutorial

Soccer Intermediate

Expected Goals Against (xGA)

Defensive Analytics

10 min 207

View Tutorial

Soccer Intermediate

Goalkeeper Performance Metrics

Goalkeeper Analytics

10 min 143

View Tutorial

Soccer Intermediate

Shot-Stopping and Reflexes

Goalkeeper Analytics

10 min 543

View Tutorial

Soccer Intermediate

Goalkeeper Distribution

Goalkeeper Analytics

10 min 236

View Tutorial

Soccer Intermediate

Sweeping and Positioning

Goalkeeper Analytics

10 min 501

View Tutorial

Soccer Intermediate

Penalty Kick Analysis

Goalkeeper Analytics

10 min 247

View Tutorial

Soccer Intermediate

Holistic Player Ratings

Player Evaluation and Scouting

10 min 182

View Tutorial

Soccer Intermediate

Position-Specific Analysis: Forwards

Player Evaluation and Scouting

10 min 120

View Tutorial

Soccer Intermediate

Position-Specific Analysis: Midfielders

Player Evaluation and Scouting

10 min 505

View Tutorial

Soccer Intermediate

Position-Specific Analysis: Defenders

Player Evaluation and Scouting

10 min 117

View Tutorial

Soccer Intermediate

Scouting and Recruitment Analytics

Player Evaluation and Scouting

10 min 521

View Tutorial

Soccer Intermediate

Style Compatibility and Team Fit

Player Evaluation and Scouting

10 min 205

View Tutorial

Hockey Beginner

Introduction to Hockey Analytics

Foundations and Data Infrastructure

10 min 410

View Tutorial

Hockey Intermediate

Hockey Data Sources and Infrastructure

Foundations and Data Infrastructure

10 min 386

View Tutorial

Hockey Intermediate

R and Python for Hockey Analytics

Foundations and Data Infrastructure

10 min 152

View Tutorial

Hockey Intermediate

Play-by-Play Data and Event Tracking

Foundations and Data Infrastructure

10 min 52

View Tutorial

Hockey Intermediate

Visualization for Hockey Analytics

Foundations and Data Infrastructure

10 min 256

View Tutorial

Hockey Beginner

Traditional Hockey Statistics

Foundations and Data Infrastructure

10 min 73

View Tutorial

Hockey Intermediate

Corsi and Shot Attempts

Shot-Based Metrics and Possession

10 min 547

View Tutorial

Hockey Intermediate

Fenwick and Unblocked Shots

Shot-Based Metrics and Possession

10 min 465

View Tutorial

Hockey Advanced

Expected Goals (xG) Models

Shot-Based Metrics and Possession

10 min 136

View Tutorial

Hockey Intermediate

Shot Quality and Danger

Shot-Based Metrics and Possession

10 min 234

View Tutorial

Hockey Intermediate

Shooting Percentage and Regression

Shot-Based Metrics and Possession

10 min 215

View Tutorial

Hockey Intermediate

Zone Entries and Controlled Entry

Shot-Based Metrics and Possession

10 min 323

View Tutorial

Hockey Intermediate

Zone Exits and Breakouts

Shot-Based Metrics and Possession

10 min 420

View Tutorial

Hockey Advanced

Possession Metrics and Zone Time

Shot-Based Metrics and Possession

10 min 81

View Tutorial

Hockey Intermediate

Plus/Minus and Limitations

Player Evaluation and Advanced Metrics

10 min 97

View Tutorial

Hockey Advanced

Relative Metrics and Context

Player Evaluation and Advanced Metrics

10 min 191

View Tutorial

Hockey Advanced

Wins Above Replacement (WAR) for Hockey

Player Evaluation and Advanced Metrics

10 min 114

View Tutorial

Hockey Advanced

Regularized Adjusted Plus-Minus (RAPM)

Player Evaluation and Advanced Metrics

10 min 449

View Tutorial

Hockey Advanced

Goals Above Expected (GAx) and GSAx

Player Evaluation and Advanced Metrics

10 min 351

View Tutorial

Hockey Advanced

Impact Metrics and Player Value

Player Evaluation and Advanced Metrics

10 min 361

View Tutorial

Hockey Intermediate

Usage Charts and Player Roles

Player Evaluation and Advanced Metrics

10 min 201

View Tutorial

Hockey Intermediate

Individual Offensive and Defensive Metrics

Player Evaluation and Advanced Metrics

10 min 373

View Tutorial

Hockey Intermediate

Power Play Analytics

Special Teams Analytics

10 min 212

View Tutorial

Hockey Intermediate

Penalty Kill Analytics

Special Teams Analytics

10 min 391

View Tutorial

Hockey Intermediate

Penalty Analytics and Discipline

Special Teams Analytics

10 min 268

View Tutorial

Hockey Intermediate

4-on-4 and Even-Strength Analytics

Special Teams Analytics

10 min 117

View Tutorial

Hockey Intermediate

3-on-3 Overtime Analytics

Special Teams Analytics

10 min 234

View Tutorial

Hockey Intermediate

Empty Net Situations

Special Teams Analytics

10 min 269

View Tutorial

Hockey Intermediate

Save Percentage and Context

Goaltending Analytics

10 min 91

View Tutorial

Hockey Intermediate

Goals Against Average and Quality Starts

Goaltending Analytics

10 min 101

View Tutorial

Hockey Advanced

Goals Saved Above Expected (GSAx)

Goaltending Analytics

10 min 182

View Tutorial

Hockey Intermediate

Goalie Workload and Fatigue

Goaltending Analytics

10 min 56

View Tutorial

Hockey Intermediate

Goaltending Styles and Positioning

Goaltending Analytics

10 min 186

View Tutorial

Hockey Intermediate

Goalie Evaluation and Scouting

Goaltending Analytics

10 min 214

View Tutorial

Hockey Intermediate

Goalie Tandem and Backup Analytics

Goaltending Analytics

10 min 461

View Tutorial

Hockey Intermediate

Forward Line Combinations

Line Combinations and Deployment

10 min 112

View Tutorial

Hockey Intermediate

Defensive Pairings

Line Combinations and Deployment

10 min 128

View Tutorial

Hockey Intermediate

Line Matching and Deployment

Line Combinations and Deployment

10 min 256

View Tutorial

Hockey Intermediate

Ice Time Distribution and Shifts

Line Combinations and Deployment

10 min 346

View Tutorial

Hockey Advanced

On-Ice and Off-Ice Impact Analysis

Line Combinations and Deployment

10 min 411

View Tutorial

Baseball Beginner

Chapter 1: Introduction to Baseball Analytics and Sabermetrics

Part I: Foundations and Data Infrastructure

10 min 471

View Tutorial

Baseball Beginner

Chapter 2: Baseball Data Sources and Infrastructure

Part I: Foundations and Data Infrastructure

10 min 63

View Tutorial

Baseball Intermediate

Chapter 3: R and Python for Baseball Analytics

Part I: Foundations and Data Infrastructure

10 min 327

View Tutorial

Baseball Intermediate

Chapter 4: Data Wrangling and Play-by-Play Analysis

Part I: Foundations and Data Infrastructure

10 min 420

View Tutorial

Baseball Intermediate

Chapter 5: Visualization for Baseball Analytics

Part I: Foundations and Data Infrastructure

10 min 63

View Tutorial

Baseball Beginner

Chapter 6: Baseball Statistics Fundamentals

Part I: Foundations and Data Infrastructure

10 min 510

View Tutorial

Baseball Beginner

Chapter 7: On-Base Percentage and Plate Discipline

Part II: Hitting and Offensive Analytics

10 min 309

View Tutorial

Baseball Intermediate

Chapter 8: Slugging and Power Metrics

Part II: Hitting and Offensive Analytics

10 min 466

View Tutorial

Baseball Advanced

Chapter 9: Weighted On-Base Average (wOBA) and wRC+

Part II: Hitting and Offensive Analytics

10 min 354

View Tutorial

Baseball Intermediate

Chapter 10: Batted Ball Analytics and Statcast

Part II: Hitting and Offensive Analytics

10 min 324

View Tutorial

Baseball Advanced

Chapter 11: Expected Stats and Luck Indicators

Part II: Hitting and Offensive Analytics

10 min 509

View Tutorial

Baseball Intermediate

Chapter 12: Baserunning and Speed Analytics

Part II: Hitting and Offensive Analytics

10 min 524

View Tutorial

Baseball Advanced

Chapter 13: Clutch Hitting and Leverage

Part II: Hitting and Offensive Analytics

10 min 544

View Tutorial

Baseball Advanced

Chapter 14: Offensive Metrics Integration and WAR

Part II: Hitting and Offensive Analytics

10 min 92

View Tutorial