Section 100 lecture (class number 15173) and section 101 laboratory (class number 15174)
DRAFT!! Subject to change. Textbook links are active now; other links will become active nearer their date.
Week | Date | Topic | Textbook | Assignment |
---|---|---|---|---|
1 | ||||
Mon Aug 23 | Introduction | 1.1, 1.2, 1.3 | ||
Tues Aug 24 | Lab 01: Expressions | |||
Wed Aug 25 | Cause and Effect | 2 | ||
Fri Aug 27 | Tables | 3 | ||
2 | ||||
Mon Aug 30 | Data Types | 4, 5 | Homework 01 due | |
Tues Aug 31 | Lab 02: Table Operations | |||
Wed Sep 1 | Building Tables | 6.2 | ||
Fri Sep 3 | Census | 6.3, 6.4 | ||
3 | ||||
Mon Sep 6 | Labor day holiday, no class | |||
Tues Sep 7 | Lab 03: Data Types and Creating & Extending Tables | |||
Wed Sep 8 | Charts | 7, 7.1 | Homework 02 due | |
Fri Sep 10 | Histograms | 7.2, 7.3 | ||
4 | ||||
Mon Sep 13 | Functions | 8, 8.1 | Homework 03 due | |
Tues Sep 14 | Lab 04: Functions and Visualizations | |||
Wed Sep 15 | Groups | 8.2, 8.3 | ||
Fri Sep 17 | ||||
5 | ||||
Mon Sep 20 | Joins | 8.4 |
Homework 04 due
|
|
Tues Sep 21 | Start working on Project 1: World Progress | |||
Wed Sep 22 | Table Examples | 8.5 | ||
Fri Sep 24 | Iteration | 9, 9.1, 9.2, 9.3 | Project 1 checkpoint due | |
6 | ||||
Mon Sep 27 | Chance | 9.5, 18.1 |
Homework 05 due
|
|
Tues Sep 28 | ||||
Wed Sep 29 | Sampling | 10, 10.1, 10.2 | ||
Fri Oct 1 | Fall break, no class | |||
7 | ||||
Mon Oct 4 | Models | 10.3, 11.1 | ||
Tues Oct 5 | Practice midterm test | |||
Wed Oct 6 | Comparing Distributions | 11.1, 11.2 | Project 1 due | |
Fri Oct 8 | Decisions and Uncertainty | 11.3 |
Homework 06 due
|
|
8 | ||||
Mon Oct 11 | A/B Testing | 11.4, 12.1, 12.2 | ||
Tues Oct 12 | ||||
Wed Oct 13 | Causality | 12.3 | ||
Fri Oct 15 | Examples | 12.2 |
Homework 07 due
|
|
9 | ||||
Mon Oct 18 | ||||
Tues Oct 19 | Midterm test | |||
Wed Oct 20 | Bootstrap | 13, 13.1, 13.2 | ||
Fri Oct 22 | Confidence Intervals | 13.3, 13.4 | ||
10 | ||||
Mon Oct 25 | Interpreting Confidence Intervals | 14, 14.1, 14.2 | ||
Tues Oct 26 | Start working on Project 2: Cardiovascular Disease | |||
Wed Oct 27 | Center and Spread | 14.3, 14.4 | ||
Fri Oct 29 | The Normal Distribution and Sample Means | 14.5 |
Homework 08 due
|
|
11 | ||||
Mon Nov 1 | Designing Experiments | 14.6 | ||
Tues Nov 2 | ||||
Wed Nov 3 | Correlation | 15, 15.1 | Project 2 checkpoint 1 due | |
Fri Nov 5 | Linear Regression | 15.2 |
Homework 09 due
|
|
12 | ||||
Mon Nov 8 | Least Squares | 15.3, 15.4 | ||
Tues Nov 9 | ||||
Wed Nov 10 | Residuals | 15.5, 15.6 | Project 2 checkpoint 2 due | |
Fri Nov 12 | Regression Inference | 16 |
Homework 10 due
|
|
13 | ||||
Mon Nov 15 | Regression Wrapup | 16 | ||
Tues Nov 16 | Start working on Project 3: Classifying Movies | |||
Wed Nov 17 | Classification | 17, 17.1, 17.2, 17.3 | Project 2 due | |
Fri Nov 19 | Classifiers | 17.4 |
Homework 11 due
|
|
14 | ||||
Mon Nov 22 | Decisions | 18 | Project 3 checkpoint due | |
Tues Nov 23 | ||||
Wed Nov 24 | Thanksgiving holiday, no class | |||
Fri Nov 26 | Thanksgiving holiday, no class | |||
15 | ||||
Mon Nov 29 |
Homework 12 due
|
|||
Tues Nov 30 | ||||
Wed Dec 1 | Project 3 due | |||
Fri Dec 3 | ||||
16 | ||||
**TBD** Dec **TBD** | Final Exam **TBD** in our regular classroom. |
Last modified: Fri Jul 30 12:30:13 UTC 2021