Syllabus

Date Reading Materials Graded Event
Wednesday, January 15
Friday, January 17
 
Data Science Introduction (Chapter 1)
Jupyter Notebook
Chapter 1
 
Demo Jupyter Notebook (0%)
Monday, January 20
Wednesday, January 22
Friday, January 24
MLK Day - No Class!
Causality and Experiments (Chapter 2)
Python, Data Types, Sequences (Chapters 3, 4, 5)
 
 
Chapters 3-5
 
 
 
Monday, January 27
Wednesday, January 29
Friday, January 31
Tables (Chapter 6 thru 6.2)
Tables (6.3, 6.4)
Visualization (Chapter 7 thru 7.2.3)
Chapter 6
Chapter 6
Chapter 7
 
 
Homework 1
Monday, February 3
Wednesday, February 5
Friday, February 7
Visualization (7.2.4 thru end)
Functions and Tables (Chapter 8 thru 8.1)
Functions and Tables (8.2, 8.3)
Chapter 7
Chapter 8
Chapter 8
 
Homework 2 (due Thursday)
 
Monday, February 10
Wednesday, February 12
Friday, February 14
Functions and Tables (8.4, 8.5)
Review
Take Practicum
Chapter 8
Review
Practicum
Homework 3 (due Tuesday)
 
Practicum 1
Monday, February 17
Wednesday, February 19
Friday, February 21
President's Day - No Class!
Randomness (Chapter 9 thru 9.2)
Randomness (9.3, 9.4)
 
Chapter 9
Chapter 9
 
 
 
Monday, February 24
Wednesday, February 26
Friday, February 28
Randomness (9.5)
Sampling, Empirical Distributions (Chapter 10 thru 10.2)
Sampling, Empirical Distributions (10.3, 10.4)
Chapter 9
Chapter 10
Chapter 10
 
Homework 4 (due Thursday)
 
Monday, March 3
Wednesday, March 5
Friday, March 7
Testing Hypotheses (Chapter 11 thru 11.1)
Testing Hypotheses (11.2)
Testing Hypotheses (11.3, 11.4)
Chapter 11
Chapter 11
Chapter 11
Homework 5 (due Tuesday)
 
 
Monday, March 10
Wednesday, March 12
Friday, March 14
Comparing Two Samples (Chapter 12 thru 12.1)
Comparing Two Samples (12.2, 12.3)
Estimation (Chapter 13 thru 13.1)
Chapter 12
Chapter 12
Chapter 13
 
Homework 6
 
Monday, March 17
Wednesday, March 19
Friday, March 21
Spring Break - No Class!
Spring Break - No Class!
Spring Break - No Class!
 
 
 
 
 
 
Monday, March 24
Wednesday, March 26
Friday, March 28
Estimation (13.2)
Review
Take Practicum
Chapter 13
Review
Practicum
Homework 7 (due Tuesday)
 
Practicum 2
Monday, March 31
Wednesday, April 2
Friday, April 4
Estimation (13.3)
Estimation (13.4)
Why the Mean Matters (Chapter 14 thru 14.2)
Chapter 13
Chapter 13
Chapter 14
 
 
 
Monday, April 7
Wednesday, April 9
Friday, April 11
Why the Mean Matters (14.3, 14.4)
Why the Mean Matters (14.5, 14.6)
Prediction (Chapter 15 thru 15.2)
Chapter 14
Chapter 14
Chapter 15
Homework 8
 
 
Monday, April 14
Wednesday, April 16
Friday, April 18
Prediction (15.3, 15.4)
Prediction (15.5, 15.6)
University Day - No Class!
Chapter 15
Chapter 15
 
Homework 9
 
 
Monday, April 21
Wednesday, April 23
Friday, April 25
Inference for Regression (Chapter 16 thru 16.2)
Inference for Regression (16.3)
Classification (Chapter 17 thru 17.2)
Chapter 16
Chapter 16
Chapter 17
Homework 10
 
 
Monday, April 28
Wednesday, April 30
Friday, May 2
Classification (17.3, 17.4)
Classification (17.5, 17.6)
Review
Chapter 17
Chapter 17
Review
Homework 11
Homework 12 (due Thursday)
 
Wednesday, May 7 10:00 a.m. - 11:50 a.m.   Practicum 3

Additional Information

Last modified: April 22, 2025.