CS2008302: Probability and Statistics

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

 

Instructor: at

Teaching Assistants:

 

Date Syllabus Assignments
2/22 Course Overview
2/24 Sets
3/1 Probability Models
3/3 Conditional Probability
3/8 Total Probability Theorem, Bayes' rule and Independence
3/10 Independence of Events & Counting
3/15 Discrete Random Variable Basics and Probability Mass Functions
3/17 Quiz 1
3/22 Discussion on Quiz 1
3/24 Functions of Random Variables & Expectation, Mean and Variance Homework 2
3/29 Special Random Variables & Joint PMFs of Multiple Random Variables
3/31 Conditional PMF
4/5 Holiday for our School Celebration
4/7 Independence
4/12 Special Random Variables
4/14 Quiz 2
4/19 Discussion on Quiz 2
4/21 Continuous Random Variable Basics and PDFs
4/26 Cumulative Distribution Functions
4/28 Special Continuous Random Variables
5/3 Joint PDFs of Multiple Random Variables & Conditioning
5/5 Conditioning and Independence
5/10 The Bayes' Rule
5/12 Quiz 3
5/17 Discussion on Quiz 3
5/19 Invited Talk Homework 5
5/24 Covariance and Correlation
5/26 Conditional Expectation and Variance Revisited
5/31 Transforms
6/2 Quiz 4