- 01. Introduction
- 02. Video: Descriptive vs. Inferential Statistics
- 03. Quiz: Descriptive vs. Inferential (Udacity Students)
- 04. Quiz: Descriptive vs. Inferential (Bagels)
- 05. Text: Descriptive vs. Inferential Statistics
- 06. Video + Quiz: Introduction to Sampling Distributions Part I
- 07. Video + Quiz: Introduction to Sampling Distributions Part II
- 08. Video: Introduction to Sampling Distributions Part III
- 09. Notebook + Quiz: Sampling Distributions & Python
- 10. Text: Sampling Distribution Notes
- 11. Video: Introduction to Notation
- 12. Video: Notation for Parameters vs. Statistics
- 13. Quiz: Notation
- 14. Video: Other Sampling Distributions
- 15. Video: Two Useful Theorems - Law of Large Numbers
- 16. Notebook + Quiz: Law of Large Numbers
- 17. Video: Two Useful Theorems - Central Limit Theorem
- 18. Notebook + Quiz: Central Limit Theorem
- 19. Notebook + Quiz: Central Limit Theorem - Part II
- 20. Video: When Does the Central Limit Theorem Not Work?
- 21. Notebook + Quiz: Central Limit Theorem - Part III
- 22. Video: Bootstrapping
- 23. Video: Bootstrapping & The Central Limit Theorem
- 24. Notebook + Quiz: Bootstrapping
- 25. Video: The Background of Bootstrapping
- 26. Video: Why are Sampling Distributions Important
- 27. Quiz + Text: Recap & Next Steps