News:
08/15: Piazza course signup link
08/15: Our first lecture will be on Aug 28th (Mon) at 1:00pm in CS 2120.
08/15: Course website up.
Date  Topic  Readings  Notes 

Aug 28 (Mon) [Lec 01] 
Course introduction, class logistics  
Sep 01 (Fri) [Lec 02] 
Probability review  1

AoS 1.1  1.5 MHB 3.1  3.4 
assignment 1 out 
Sep 04 (Mon)  Labor Day observed  No class  
Sep 08 (Fri) [Lec 03] 
Probability review  2

AoS 1.6, 1.7 MHB 3.3  3.6 

Sep 11 (Mon) [Lec 04] 
Random variables  1

AoS 2.1  2.3, 3.1  3.4 MHB 3.7  3.9 

Sep 15 (Fri) [Lec 05] 
Random variables  2

AoS 2.4, 3.1  3.4 MHB 3.7  3.9, 3.14.1 
assignment 1 due assignment 2 out 
Sep 18 (Mon) [Lec 06] 
Random variables  3

AoS 2.5  2.7 MHB 3.10, 3.13 

Sep 22 (Fri) [Lec 07] 
Probability inequalities

AoS 4.1  4.2, 5.3  5.4 MHB 3.14.2, 5.2 

Sep 25 (Mon) [Lec 08] 
Nonparametric inference  1

AoS 6.1, 6.2, 6.3.1 
assignment 2 due assignment 3 out Required pokemon.csv dataset for A3. 
Sep 29 (Fri) [Lec 09] 
Nonparametric inference  2

AoS 6.3.1, 7.1  7.2 
Python scripts: binomial, eCDF 
Oct 02 (Mon) [Lec 10] 
Confidence intervals

AoS 6.3.2, 7.1  
Oct 06 (Fri) [Lec 11] 
Parametric inference  1

AoS 6.3.1  6.3.2, 9.1  9.2  assignment 3 due 
Oct 09 (Mon)  Fall Break  No class  
Oct 13 (Fri) [Lec 12] 
Midterm 1 review  
Oct 16 (Mon) [Lec 13] 
Python review  (optional)  examples, pokemon_with_sno 
Oct 20 (Fri)  Midterm 1  
Oct 23 (Mon) [Lec 14] 
Parametric inference  2

AoS 9.3  9.4, 9.6  assignment 4 out
Required data: iris.csv, q7_b_X.csv, q7_b_Y.csv. 
Oct 27 (Fri) [Lec 15] 
Hypothesis testing  1

AoS 10  10.1 DSD 5.3  5.3.1 

Oct 30 (Mon) [Lec 16] 
Hypothesis testing  2

AoS 10  10.1 DSD 5.3.1 

Nov 03 (Fri) [Lec 17] 
M1 discussion Hypothesis testing  3 
AoS 10.10.2
DSD 5.3.2 
assignment 4 due assignment 5 out Required datasets: a5_q4.csv, height_female.csv, height_female_200.csv, height_male.csv. 
Nov 06 (Mon) [Lec 18] 
Hypothesis testing  4

AoS 15.4, 10.2 DSD 5.3.3, 5.5 

Nov 10 (Fri) [Lec 19] 
Hypothesis testing  5

AoS 10.2, 10.5 DSD 5.5 

Nov 13 (Mon) [Lec 20] 
Hypothesis testing  6

AoS 3.3, 10.3  10.4 DSD 2.3 

Nov 17 (Fri) [Lec 21] 
Hypothesis testing  7

AoS 3.3, 10.3  10.4 DSD 2.3 
assignment 5 due assignment 6 out Required datasets: sample_covid.csv, sample_football.csv. 
Nov 20 (Mon) [Lec 22] 
Hypothesis testing  8

AoS 3.3, 10.3  10.4 DSD 2.3 

Nov 24 (Fri)  Thanksgiving break  No class  
Nov 27 (Mon) [Lec 23] 
Regression  1

AoS 13.1, 13.3  13.4
DSD 9.1 

Dec 01 (Fri) [Lec 24] 
Regression  2

AoS 13.5
DSD 9.1 

Dec 04 (Mon) [Lec 25] 
Midterm 2 review  assignment 6 due on Dec 06  
Dec 08 (Fri) [Lec 26] 
Midterm 2 review  
Dec 11 (Mon)  Midterm 2 