name | office | office hour | |
---|---|---|---|
Andrej Bogdanov Instructor |
andrejb@cse.cuhk.edu.hk | SHB 926 | Mon 230–430 |
Cham Hiu Sze (Grace) Head TA |
hscham@cse.cuhk.edu.hk | SHB 905 | Thu 1030–1130 |
Ho Chin Hei (Eric) TA |
chho@cse.cuhk.edu.hk | SHB 101 | Mon 2–3 |
Li Shuai ESTR2002 TA |
shuaili@cse.cuhk.edu.hk | SHB 117 | Mon 230–330 |
Chris Williamson TA |
chris@cse.cuhk.edu.hk | SHB 117 | Tue 2–3 |
Zhang Xiaojin TA |
xjzhang@cse.cuhk.edu.hk | SHB 117 | Fri 2–3 |
Probability is the mathematics that allows us to reason about situations that involve uncertainty. Statistics is about creating probabilistic models from data. In this course we will learn how to describe and analyze problems using probability and statistics.
date | topic | materials | |
---|---|---|---|
1 | Jan 7 Jan 9 |
Probabilistic Models | §1.1, 1.2, 1.6 pptx pdf |
2 | Jan 14 Jan 16 |
Conditional Probability | §1.3-1.4 pptx pdf |
3 | Jan 21 Jan 23 |
Independence. Random Variables | §1.5, §2.1-2.3 pptx pdf |
4 | Jan 28 Jan 30 |
Joint PMFs, Expectation and Variance | §2.4, 2.5 pptx pdf |
Feb 4 Feb 6 |
Lunar New Year Holiday | ||
5 | Feb 11 Feb 13 |
Conditioning and Independence | §2.6, 2.7 pptx pdf |
6 | Feb 18 Feb 20 |
Continuous Random Variables I | §3.1-3.3 +pdf
pptx pdf |
Feb 25 Feb 27 |
Review Midterm Exam |
solutions | |
7 | Mar 4 Mar 6 |
Continuous Random Variables II | §3.4-3.6 pptx pdf |
8 | Mar 11 Mar 13 |
Working with Random Variables | §4.1-4.3 pptx pdf |
9 | Mar 18 Mar 20 |
Limit Theorems | §5.1-5.4 pptx pdf |
10 | Mar 25 Mar 27 |
Bayesian Inference I | §8.1, 8.2 +pdf pptx pdf |
Apr 1 Apr 3 |
Reading Week | ||
11 | Apr 8 Apr 10 |
Bayesian Inference II | §8.1, 8.2 |
12 | Apr 15 Apr 17 |
Classical Inference | §9.1, 9.3 pptx pdf |
May 2 | Final Exam |
Homeworks won't be graded. They will be issued on Wednesday and discussed in tutorial the following Monday. A 10-minute quiz with a single question related to the homework will be given in tutorial the next Monday.
Come to tutorial prepared. A quarter of your final grade comes from the quizzes and tutorial participation. The lowest two quiz grades will be dropped from the count.
There is an ENGG 2430A / ESTR 2002 discussion board on piazza. Please register and sign in using your CUHK email address.
ESTR 2002 follows the same format as ENGG 2430A, but with additional readings and exercises, and a project to be presented in the second half of the semester. The exams and quizzes will be the same as in ENGG 2430A.
Projects can be done individually or with a partner. They will involve a short report and possibly an in-class presentation. The readings and exercises can be used as project leads, but you can feel free to choose your own topic in consultation with the course instructor or the TA.