| 1 |
Course Intro |
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| 2 |
Lecture 1 - Set Theory and Probability Definition
Lecture 2 - Combinatorics |
Lecture 1: Video 1 - Video 2 - Video 3 - Video 4
Lecture 2: Video 1 - Video 2 |
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| 3 |
Lecture 3 - Conditional Probability
Lecture 4 - Independence |
Lecture 3: Video 1 - Video 2 - Video 3
Lecture 4: Video 1 - Video 2 - Video 3 - Video 4
TA Session: Video 1 |
HW1: Lectures 1, 2 |
R guide, R-Plotting, Introduction_to_R
R intro videos from previous years: Part 1 - Part 2 - Part 3 - Part 4 |
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| 4 |
Lecture 5 - Random Variable and Expectation
Lecture 6 - Variance |
Lecture 5: Video 1 - Video 2 - Video 3 - Video 4
Lecture 6: Video 1 - Video 2 - Video 3 |
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| 5 |
Lecture 7 - Discrete Distributions
Lecture 8 - Continuous Distributions |
Lecture 7: Video 1 - Video 2 - Video 3
Lecture 8: Video 1 - Video 2 - Video 3 |
HW2: Lectures 3, 4 |
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Quiz 1: Lectures 1, 2 |
| 6 |
Lecture 9 - Normal and Exponential Distributions
Lecture 10 - Functions of RVs |
Lecture 9: Video 1 - Video 2 - Video 3
Lecture 10: Video 1 - Video 2 |
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| 7 |
Lecture 11 - Joint Distribution
Lecture 12 - Independence of RVs |
Lecture 11: Video 1 - Video 2
Lecture 12: Video 1 - Video 2 - Video 3 |
HW3: Lectures 3, 4, 5, 6 |
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Quiz 2: Lectures 3, 4, 5, 6 |
| 8 |
Lecture 13 - Sum of Independent RVs
Lecture 14 - Conditional Distributions |
Lecture 13: Video 1 - Video 2
Lecture 14: Video 1 - Video 2 - Video 3 |
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| 9 |
Lecture 15 - Beta Distributions
Lecture 16 - Covariance |
Lecture 15: Video 1 - Video 2
Lecture 16: Video 1 - Video 2 - Video 3 |
HW4: Lectures 8, 9, 10, 11 |
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Quiz 3: Lectures 7, 8, 9, 10 |
| 10 |
Lecture 17 - functions of two random variables
Lecture 18 - Conditional Expectation |
Lecture 17: Video 1 - Video 2 - Video 3
Lecture 18: Video 1 - Video 2 |
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| 11 |
Lecture 19 - Sampling
Lecture 20 - CLT |
Lecture 19: Video 1 - Video 2 - Video 3 - Video 4
Lecture 20: Video 1 - Video 2 - Video 3 |
HW5: Lectures 13, 14, 15, 16, 17 |
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Midterm: Lectures 1 to 14 |
| 12 |
Lecture 21 - Estimation
Lecture 22 - Confidence Interval |
Lecture 21: Video 1 - Video 2 - Video 3
Lecture 22: Video 1 - Video 2 - Video 3 |
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| 13 |
Lecture 23 - Hypothesis Testing |
Lecture 23: Video 1 - Video 2 - Video 3 |
HW6: Lectures 18, 19, 20, 21 |
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Quiz 4: Lectures 15, 16, 17, 18 |
| 14 |
Review Session |
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| 15 |
Final Exam Period |
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HW7: Lectures 22, 23, 24 |
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Quiz 5: Lectures 19, 20, 21, 22 |
| 16 |
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| 17 |
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Final Exam: Lectures 15 to 23 |