## Course curriculum

1. A message from Woody Lewenstein (Your instructor)

1. Resources

2. RECORDING (OF LIVE SESSIONS) - Week 4 - Session 01 (September 19,2022)

3. RECORDING (OF LIVE SESSIONS) - Week 4 - Session 02 (September 20,2022)

4. RECORDING (OF LIVE SESSIONS) - Week 4 - Session 03 (September 21,2022)

5. RECORDING (OF LIVE SESSIONS) - Week 4 - Office Hours (September 22,2022)

1. Segment - 01 - Mean

2. Quiz - 01 - Mean

3. Segment - 02 - Median

4. Quiz - 02 - Median

5. Segment - 03 -Mode

6. Quiz - 03 - Mode

7. Segment - 04 - Comparing Averages

8. Quiz - 04 - Comparing Averages

9. Segment - 05 -Quantiles, Range and IQR

10. Quiz - 05 - Quantiles, Range and IQR

11. Segment - 06 - Standard Deviation and Variance

12. Quiz - 06 - Standard Deviation

13. Segment - 07 - Coefficient of Variation

14. Quiz - 07 - Coefficient of Variation

15. Segment - 08 - Skew

16. Quiz - 08 - Skew

17. Segment - 09 - Kurtosis

18. Segment - 10 - Correlation

1. Segment - 12 - Bayesian vs Frequentist Models

2. Segment - 13 - Conditional Probability Introduction

3. Segment - 14 - Conditional Probability with Venn Diagrams

4. Segment - 15 - Conditional Probability with Tree Diagrams

5. Segment - 16 - Tree Diagram Example

6. Segment - 17 -Conditional Probability with Normal Distributions

7. Segment - 18 - Counterintuitive Results

8. Segment - 19 - Developing Bayes' Theorem part 1

9. Segment - 10 -Developing Bayes' Theorems part 2

10. Segment - 21 - Thomas Bayes' Puzzle

11. Segment - 22 - The Bayesian Response

12. Segment - 23 - Simulating Bayes' Puzzle in Excel

13. Segment - 24 - Module Summary

1. Segment - 25 - Normal Distribution Properties

2. Segment - 26 - Normal Distribution Calculations

3. Segment - 27 - Normal Distributions Inverse

4. Segment - 28 - Normal Distribution Z Scores

5. Segment - 29 - Expected Value

6. Segment - 30 - Law of Large Numbers

7. Segment - 31 - Central Limit Theorem

8. Segment - 32 - CLT Limitations

9. Segment - 30 - Hypothesis Tests

10. Segment - 34 - Two-Tailed Tests

11. Segment - 35 - Type I and Type II Errors

12. Segment - 36 - Bivariate Data