News:
08/13: Piazza course sign-up link
08/13: Course website up.
Date | Topic | Readings | Notes |
---|---|---|---|
Aug 26 (Tu) [Lec 01] |
Course introduction, class logistics | ||
Aug 28 (Th) [Lec 02] |
Probability review - 1
|
AoS 1.1 - 1.5 MHB 3.1 - 3.4 |
assignment 1 out, due Sep 8th |
Sep 02 (Tu) [Lec 03] |
Probability review - 2
|
AoS 1.6, 1.7 MHB 3.3 - 3.6 |
|
Sep 04 (Th) [Lec 04] |
Random variables - 1
|
AoS 2.1 - 2.3, 3.1 - 3.4 MHB 3.7 - 3.9 |
Python scripts: draw_Bernoulli, draw_Binomial, draw_Geometric |
Sep 09 (Tu) [Lec 05] |
Random variables - 2
|
AoS 2.4, 3.1 - 3.4 MHB 3.7 - 3.9, 3.14.1 |
Python scripts: draw_Uniform, draw_Exponential, draw_Normal assignment 2 out, due Sept 22 |
Sep 11 (Th) [Lec 06] |
Random variables - 3
|
AoS 2.5 - 2.7 MHB 3.10, 3.13 |
|
Sep 16 (Tu) [Lec 07] |
Probability inequalities
|
AoS 4.1 - 4.2, 5.3 - 5.4 MHB 3.14.2, 5.2 |
|
Sep 18 (Th) [Lec 08] |
Python review | Optional | |
Sep 23 (Tu) [Lec 09] |
Non-parametric inference - 1
|
AoS 6.1, 6.2, 6.3.1 | assignment 3 out, due Oct 3 |
Sep 25 (Th) [Lec 10] |
Non-parametric inference - 2
|
AoS 6.3.1, 7.1 - 7.2 |
Python scripts: sampleUniform, sampleExponential, sampleNormal, eCDF |
Sep 30 (Tu) [Lec 11] |
Non-parametric inference - 3
|
AoS 6.3.2, 7.1 | |
Oct 02 (Th) [Lec 12] |
Parametric inference - 1
|
AoS 6.3.1 - 6.3.2, 9.1 - 9.2 | |
Oct 07 (Tu) [Lec 13] |
Mid-term 1 review | ||
Oct 09 (Th) | Mid-term 1 | ||
Oct 14 (Tu) | Fall Break | No class |