CS2008301: Probability and Statistics

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

 

Instructor: at

Teaching Assistants:

 

Date Syllabus
2/24 Course Overview
2/26 Sets
3/3 Probability Models
3/5 Conditional Probability
3/10 Break for IR Workshop
3/12 Total Probability Theorem, Bayes' rule and Independence
3/17 Independence of Events & Counting
3/19 Break for SSPW 2021
3/24 Quiz 1
3/26 Discrete Random Variable Basics and Probability Mass Functions
3/31 Discussion on Quiz 1
4/2 Holiday for our School Celebration
4/7 Functions of Random Variables & Expectation, Mean and Variance
4/9 Special Random Variables & Joint PMFs of Multiple Random Variables
4/14 Conditional PMF
4/16 Independence
4/21 Special Random Variables
4/23 Quiz 2
4/28 Discussion on Quiz 2
4/30 Break for Covid-19
5/5 Continuous Random Variable Basics and PDFs
5/7 Midterm
5/12 Discussion on Midterm
5/14 Cumulative Distribution Functions
5/19 Special Continuous Random Variables
5/21 Joint PDFs of Multiple Random Variables & Conditioning
5/26 Conditioning and Independence
5/28 The Bayes' Rule
6/2 Covariance and Correlation
6/4 Quiz 3
6/9 Conditional Expectation and Variance Revisited
6/11 Transforms
6/16 Study Holiday
6/18 Final Exam