News:
01/09: Piazza course signup link
01/09: Welcome to CSE 544! We will have our first lecture in Staller Center M0113 on Jan 23rd (Tuesday) at 11:30am
Date  Topic  Readings  Notes 

Jan 23 (Tu) [Lec 01] 
Course introduction, class logistics  
Jan 25 (Th) [Lec 02] 
Probability review  1

AoS 1.1  1.5 MHB 3.1  3.4 

Jan 30 (Tu) [Lec 03] 
Probability review  2

AoS 1.6, 1.7 MHB 3.3  3.6 
assignment 1 out, due Feb 8 
Feb 01 (Th) [Lec 04] 
Random variables  1: Overview and Discrete RVs

AoS 2.1  2.3, 3.1  3.4 MHB 3.7  3.9 

Feb 06 (Tu) [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_Bernoulli, draw_Binomial, draw_Geometric, draw_Uniform, draw_Exponential, draw_Normal 
Feb 08 (Th) [Lec 06] 
Random variables  3: Joint distributions & conditioning

AoS 2.5  2.8 MHB 3.10  3.13, 3.15 
assignment 2 out, due Feb 22 
Feb 13 (Tu) 
No class  Snow day  
Feb 15 (Th) [Lec 07] 
Random variables  4: Joint distributions & conditioning

AoS 2.5  2.8 MHB 3.10  3.13, 3.15 

Feb 20 (Tu) [Lec 08] 
Probability Inequalities

AoS 5.3, 5.4 MHB 3.14.2, 5.2 

Feb 22 (Th) [Lec 09] 
Nonparametric inference  1

AoS 6.1  6.2, 6.3.1  assignment 3 out, due March 3
Required A3 data: a3_data.zip 
Feb 27 (Tu) [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 
Feb 29 (Th) [Lec 11] 
Nonparametric inference  3

AoS 6.3.2, 7.1, 8  8.3  
Mar 05 (Tu) 
M1 review  
Mar 07 (Th)  Midterm 1  Inclass  
Mar 12 (Tu)  No class  Spring Break  
Mar 14 (Th)  No class  Spring Break  
Mar 19 (Tu) [Lec 12] 
Parametric inference  1

AoS 6.3.1  6.3.2, 9.1  9.2  assignment 4 out, due April 1
Required data: penguin dataset, q6_a.csv, q6_b_X.csv, q6_b_Y.csv 
Mar 21 (Th) [Lec 13] 
Parametric inference  2

AoS 9.3, 9.4, 9.6  
Mar 26 (Tu) [Lec 14] 
Hypothesis testing  1

AoS 10  10.1 DSD 5.3.1 

Mar 28 (Th) [Lec 15] 
Hypothesis testing  2

AoS 10  10.1 DSD 5.3.1 

Apr 02 (Tu) [Lec 16] 
Hypothesis testing  3

AoS 10.10.2
DSD 5.3.2 
assignment 5 out, due April 15
Required data: a5_q5 
Apr 04 (Th) [Lec 17] 
Hypothesis testing  4

AoS 15.4, 10.2, 10.5 DSD 5.3.3, 5.5 

Apr 09 (Tu) [Lec 18] 
Hypothesis testing  5

AoS 3.3, 10.3  10.4 DSD 2.3 

Apr 11 (Th) [Lec 19] 
Bayesian inference  1

AoS 11.1  11.2, 11.6
DSD 5.6 
Example plots 
Apr 16 (Tu) [Lec 20] 
Bayesian inference  2

AoS 11.1  11.2, 11.6
DSD 5.6 
assignment 6 out, due April 28
Required data: q2.dat, traffic.csv, q5.csv 
Apr 18 (Th) [Lec 21] 
Regression  1

AoS 13.1, 13.3  13.4
DSD 9.1 

Apr 23 (Tu) [Lec 22] 
Regression  2

AoS 13.5
DSD 9.1 

Apr 25 (Th) [Lec 23] 
Time Series Analysis


Apr 30 (Tu)  M2 review  
May 02 (Th)  Midterm 2  Inclass 