Deprecated, please, refer to msai-statistics repository
See the Syllabus of the course
Here's the Youtube playlist with the lectures and the seminars' recordings. Links to specifics lectures and seminard are in the table below.
| Week | Content | Lecture Materials | Seminar Materials | Graded Home Assignment | Deadline | Ungraded Home Assignment |
|---|---|---|---|---|---|---|
| 01, 11.10-17.10 | Definition of Probability - 1 | Lecture01 recording, Lecture01 slides | Seminar01 recording, Seminar01 slides | - | - | - |
| 02, 18.10-24.10 | Definition of Probability - 2 | Lecture02 recording, Lecture02 slides | Seminar02 recording, Seminar02 slides | - | - | - |
| 03, 25.10-31.10 | Conditional Probability | Lecture03 recording, Lecture03 slides | Seminar03 recording, Seminar03 slides | HA01 | 2021-11-28 23:59 | - |
| 04, 01.11-07.11 | Random Variables & Their Distributions | Lecture04 recording, Lecture04 slides | - | - | - | - |
| 05, 08.11-14.11 | Random Variables & Their Distributions 2 | Lecture05 recording, Lecture05 slides | Seminar04 recording, Seminar04-05 slides | - | - | - |
| 06, 15.11-21.11 | Expectation & Variance | Lecture06 recording, Lecture06 slides | Seminar06 recording, Seminar06 slides | - | - | - |
| 07, 22.11-28.11 | Continuous Random Variables | Lecture07 recording, Lecture06 slides | Seminar07 recording, Seminar07 slides | - | - | - |
| 08, 29.11-05.12 | Moments | Lecture08 recording, Lecture06 slides | Seminar08 recording, Seminar08 slides | - | - | - |
| xx, 06.12-12.12 | Problem solving | - | Seminar08 recording, Seminar08 slides | - | - | - |
| 09, 13.12-19.12 | Joint distributions | Lecture09 recording, Lecture09 slides | Seminar09 recording, Seminar09 slides | - | - | - |
| 10, 20.12-26.12 | Transformations | Lecture10 recording, Lecture10 slides | Seminar10 recording, Seminar10 slides | HA02 | 2022-01-16 23:59 | SP10 |
| 11, 27.12-02.01 | Beta and Gamma | - | Seminar11 recording, Seminar11 slides | - | - | SP11 |
| 12, 10.01-16.01 | Conditional Expectation | Lecture 12 recording | TBA | - | - | - |
| 13, 17.01-23.01 | Inequalities | Lecture 13 recording | TBA | - | - | - |
| 14, 24.01-30.01 | Limit Theorems | Lecture 14 recording | TBA | - | - | - |