Introductory Statistics: Making Sense of Data in the Age of AI
Making Sense of Data in the Age of AI
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28 chapters
~48 hours total
226 sections
1
Front Matter
5 chapters2
Part I: Part 1: Getting Started
5 chapters3
Part II: Part 2: Exploring Data
4 chapters4
Part III: Part 3: Probability
4 chapters5
Part IV: Part 4: The Bridge to Inference
4 chapters6
Part V: Part 5: Inference in Practice
6 chapters7
Part VI: Part 6: Beyond Two Groups
4 chapters8
Part VII: Part 7: Relationships and Prediction
5 chapters9
Part VIII: Part 8: Statistics in the Modern World
4 chapters10
Part IX: Part 9: Capstone Projects
5 chapters11
Appendices
11 chapters- Appendix A: Statistical Tables
- Appendix B: Python Quick Reference for Statistics
- Appendix C: Environment Setup Guide
- Appendix D: Data Sources Guide
- Appendix E: Templates and Worksheets
- Appendix F: FAQ and Troubleshooting
- Appendix G: Key Studies Summary
- Answers to Selected Exercises
- Glossary
- Bibliography
- Index
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