News:
02/02: A1 is now up on BB, due 2/12 in class.
01/15: Piazza signup link.
01/15: Welcome to CSE 544! Our first class will be on 1/27.
Date  Topic  Readings  Notes 

Jan 27 (Mon) [Lec 01] 
Course introduction, class logistics  
Jan 29 (Wed) [Lec 02] 
Probability review  1

AoS 1.1  1.5 MHB 3.1  3.4 

Feb 03 (Mon) [Lec 03] 
Probability review  2

AoS 1.6, 1.7 MHB 3.3  3.6 
assignment 1 out 
Feb 05 (Wed) [Lec 04] 
Random variables  1: Overview and Discrete RVs

AoS 2.1  2.3, 3.1  3.4 MHB 3.7  3.9 
Python scripts: draw_Bernoulli, draw_Binomial, draw_Geometric 
Feb 10 (Mon) [Lec 05] 
Random variables  2: Continuous RVs

AoS 2.4, 3.1  3.4 MHB 3.7  3.9, 3.14.1 
Python scripts: draw_Uniform, draw_Exponential, draw_Normal 
Feb 12 (Wed) [Lec 06] 
Random variables  3: Joint distributions & conditioning

AoS 2.5  2.8 MHB 3.10  3.13, 3.15 
assignment 2 out assignment 1 due 
Feb 17 (Mon) [Lec 07] 
Probability Inequalities

AoS 5.3, 5.4 MHB 3.14.2, 5.2 

Feb 19 (Wed) [Lec 08] 
Markov chains

AoS 23.1  23.3 MHB 8.1  8.7 

Feb 24 (Mon) [Lec 09] 
Nonparametric inference  1

AoS 6.1  6.2, 6.3.1 
assignment 3 out. Required data: q2.dat, weather.dat assignment 2 due 
Feb 26 (Wed) [Lec 10] 
Nonparametric inference  2

AoS 7.1  7.2 
Python scripts: sample_Bernoulli, sample_Binomial, sample_Geometric, sample_Uniform, sample_Exponential, sample_Normal, draw_eCDF 
Mar 02 (Mon) [Lec 11] 
Confidence intervals

AoS 6.3.2, 7.1  
Mar 04 (Wed) [Lec 12] 
Parametric inference  1

AoS 6.3.1  6.3.2, 9.1  9.2  assignment 3 due 
Mar 09 (Mon) [Lec 13] 
Parametric inference  2

AoS 9.3, 9.4, 9.6  
Mar 11 (Wed)  Midterm 1  This will be inclass, closed notes, closed book.  
Mar 16 (Mon)  Spring Break  No class. Stay safe and healthy.  
Mar 18 (Wed)  Spring Break  No class. Stay safe and healthy.  
Mar 23 (Mon)  Extended Spring Break  No class. Stay safe and healthy.  
Mar 25 (Wed)  Extended Spring Break  No class. Stay safe and healthy.  
Mar 30 (Mon) [Lec 14] 
Hypothesis testing  1

AoS 10  10.1 DSD 5.3.1 
assignment 4 out Required data: acceleration, model, mpg, q6_X.dat, q6_Y.dat 
Apr 01 (Wed) [Lec 15] 
Hypothesis testing  2

AoS 10  10.1 DSD 5.3.1 

Apr 06 (Mon) [Lec 16] 
Hypothesis testing  3

AoS 10.10.2
DSD 5.3.2 

Apr 08 (Wed) [Lec 17] 
Hypothesis testing  4

AoS 15.4, 10.2 DSD 5.3.3, 5.5 
assignment 5 out assignment 4 due on Friday (4/10) 2:30pm via google forms 
Apr 13 (Mon) [Lec 18] 
Hypothesis testing  5

AoS 10.2, 10.5 DSD 5.5 

Apr 15 (Wed) [Lec 19] 
Hypothesis testing  6

AoS 3.3, 10.3  10.4 DSD 2.3 

Apr 20 (Mon) [Lec 20] 
Bayesian inference  1

AoS 11.1  11.2, 11.6
DSD 5.6 
assignment 6 out Required data: q2_sigma3.dat, q2_sigma100.dat, q4.dat, q5.csv assignment 5 due by 2:30pm via google forms 
Apr 22 (Wed) [Lec 21] 
Bayesian inference  2

AoS 11.1  11.2, 11.6
DSD 5.6 

Apr 27 (Mon) [Lec 22] 
Regression  1

AoS 13.1, 13.3  13.4
DSD 9.1 

Apr 29 (Wed) [Lec 23] 
Regression  2

AoS 13.5
DSD 9.1 
assignment 6 due by 2:30pm via google forms 
May 04 (Mon) [Lec 24] 
Time Series Analysis
