The lecture slides will be released before the class. Reading materails are based on the book A Modern Introduction to Probability and Statistics Understanding Why and How [Online].
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The lecture slides will be released before the class. Reading materails are based on the book A Modern Introduction to Probability and Statistics Understanding Why and How [Online].
| Date | Topic | Reading Materials | Assignment |
|---|---|---|---|
| Tue 1.07 | Introduction [Video] | Ch1 | |
| Thu 1.09 | Basic Probability: Sets, Sample Spaces, Events [Video] | Ch1 | |
| Tue 1.14 | Probability, Conditional Probability [Video] | Ch2 | |
| Thu 1.16 | Independence [Video] | Ch2 | |
| Tue 1.21 | Total Probability [Video] | Ch3 | |
| Thu 1.23 | Bayes' Rule [Video] | Ch3 | |
| Tue 1.28 | Discrete Random Variable [Video] | Ch4 | |
| Thu 1.30 | PMF, CDF [Video] | Ch4 | |
| Tue 2.05 | Bernoulli, Binomial, Geometry Dist [Video] | Ch4 | |
| Thu 2.07 | Continuous Random Variables [Video] | Ch5 | |
| Tue 2.11 | PDF,CDF[Video] | Ch5 | |
| Thu 2.14 | Uniform, Exponential, Gaussian, Pareto [Video] | Ch5 | |
| Tue 2.18 | |||
| Thu 2.20 | |||
| Tue 2.25 | Expectation [Video] | Ch7 | |
| Thu 2.27 | Variance[Video] | Ch7 | |
| Tue 3.4 | Joint Probability Discrete RVs [Video] | Ch9 | |
| Thu 3.6 | Conditional Probability Discrete RVs [Video] | Ch9 |