Syllabus

Date Reading Materials Graded Event
Wednesday, August 20
Friday, August 22
Jupyter Notebook
Data Science Introduction (Chapter 1)
 
Chapter 1
 
Demo Jupyter Notebook (0%)
Monday, August 25
Wednesday, August 27
Friday, August 29
Introductory Material (Chapters 2, 3, 4, 5)
Tables (Chapter 6 thru 6.2)
Tables (6.3, 6.4)
Chapters 2-5
Chapter 6
Chapter 6
 
 
 
Monday, September 1
Wednesday, September 3
Friday, September 5
Labor Day - No Class!
Visualization (Chapter 7 thru 7.2.3)
Visualization (7.2.4 thru end)
 
Chapter 7
Chapter 7
 
Homework 1
 
Monday, September 8
Wednesday, September 10
Friday, September 12
Functions and Tables (Chapter 8 thru 8.1)
Functions and Tables (8.2, 8.3)
Functions and Tables (8.4, 8.5)
Chapter 8
Chapter 8
Chapter 8
Homework 2
 
 
Monday, September 15
Wednesday, September 17
Friday, September 19
Regular Expressions
Review
Randomness (Chapter 9 thru 9.2)
RegEx
Review
Chapter 9
Homework 3
 
 
Monday, September 22
Wednesday, September 24
Friday, September 26
Take Practicum
Randomness (9.3, 9.4)
Randomness (9.5)
 
Chapter 9
Chapter 9
Practicum 1
 
 
Monday, September 29
Wednesday, October 1
Friday, October 3
Sampling, Empirical Distributions (Chapter 10 thru 10.2)
Sampling, Empirical Distributions (10.3, 10.4)
Testing Hypotheses (Chapter 11 thru 11.1)
Chapter 10
Chapter 10
Chapter 11
Homework 4
 
Homework 5
Monday, October 6
Wednesday, October 8
Friday, October 10
Testing Hypotheses (11.2)
Testing Hypotheses (11.3, 11.4)
Comparing Two Samples (Chapter 12 thru 12.1)
Chapter 11
Chapter 11
Chapter 12
 
 
Homework 6
Monday, October 13
Wednesday, October 15
Friday, October 17
Comparing Two Samples (12.2, 12.3)
Estimation (Chapter 13 thru 13.1)
Estimation (13.2)
Chapter 12
Chapter 13
Chapter 13
 
Homework 7
 
Monday, October 20
Wednesday, October 22
Friday, October 24
Estimation (13.3)
Review
Take Practicum
Chapter 13
Review
 
 
 
Practicum 2
Monday, October 27
Wednesday, October 29
Friday, October 31
Estimation (13.4)
Why the Mean Matters (Chapter 14 thru 14.2)
Why the Mean Matters (14.3, 14.4)
Chapter 13
Chapter 14
Chapter 14
 
Homework 8
 
Monday, November 3
Wednesday, November 5
Friday, November 7
Why the Mean Matters (14.5, 14.6)
Prediction (Chapter 15 thru 15.2)
Prediction (15.3, 15.4)
Chapter 14
Chapter 15
Chapter 15
 
Homework 9
 
Monday, November 10
Wednesday, November 12
Friday, November 14
Prediction (15.5, 15.6)
Inference for Regression (Chapter 16 thru 16.2)
Inference for Regression (16.3)
Chapter 15
Chapter 16
Chapter 16
 
Homework 10
 
Monday, November 17
Wednesday, November 19
Friday, November 21
Classification (Chapter 17 thru 17.2)
Classification (17.3, 17.4)
Classification (17.5, 17.6)
Chapter 17
Chapter 17
Chapter 17
Homework 11
 
 
Monday, November 24
Wednesday, November 26
Friday, November 28
Thanksgiving Break - No Class!
Thanksgiving Break - No Class!
Thanksgiving Break - No Class!
 
 
 
 
 
 
Monday, December 1
Wednesday, December 3
Friday, December 5
Updating Predictions (Chapter 18)
To Be Determined
Review
Chapter 18
 
Review
 
Homework 12
 
Wednesday, December 10 noon - 1:50 p.m.   Practicum 3

Additional Information

Last modified: September 23, 2025.