CS2008301: Probability and Statistics

Lecture: Wensday 14:20~15:10 & Friday 10:20~12:10

 

Instructor: at

Teaching Assistants:

 

Date Syllabus Assignments
2/16 Course Overview
2/18 Sets
2/23 Probability Models
2/25 Conditional Probability Homework 1
3/2 Total Probability Theorem, Bayes' rule and Independence
3/4 Independence of Events & Counting
3/9 Discrete Random Variable Basics and Probability Mass Functions
3/11 Quiz 1
3/16 Discussion on Quiz 1
3/18 Functions of Random Variables & Expectation, Mean and Variance Homework 2
3/23 Special Random Variables & Joint PMFs of Multiple Random Variables
3/25 Conditional PMF
3/30 Independence
4/1 Holiday for our School Celebration Homework 3
4/6 Special Random Variables
4/8 Quiz 2
4/13 Discussion on Quiz 2
4/15 Continuous Random Variable Basics and PDFs
4/20 Cumulative Distribution Functions
4/22 Special Continuous Random Variables Homework 4
4/27 Joint PDFs of Multiple Random Variables & Conditioning
4/29 Conditioning and Independence
5/4 The Bayes' Rule
5/6 Quiz 3
5/11 Discussion on Quiz 3
5/13 Invited Talk Homework 5
5/18 Covariance and Correlation
5/20 Conditional Expectation and Variance Revisited
5/25 Transforms
5/27 Quiz 4