Instructors: Fahad Kamran and Vinitra Swamy
Lecture: MTWTh 9-10, F 9-11 in 155 Dwinelle
| Date | Topic | Lecture | Reading | Assignment |
| Mon 6/18 | Introduction | 1.1, 1.2, 1.3 |
Lab 01: Expressions
| |
| Tue 6/19 | Cause and Effect | Chapter 2 |
Homework 01 (Due Fri 6/22)
| |
| Wed 6/20 | Tables | Chapter 3 |
Lab 02: Types & Sequences
| |
| Thu 6/21 | Data Types | Chapters 4, 5 | ||
| Fri 6/22 | Building Tables, Census | 6.1, 6.2, 6.3, 6.4 |
Homework 02 (Due Tue 6/26)
| |
| Mon 6/25 | Charts | 7, 7.1 |
Lab 03: Arrays & Tables
| |
| Tue 6/26 | Histograms | 7.2, 7.3 |
Homework 03 (Due Fri 6/29)
| |
| Wed 6/27 | Functions | 8, 8.1 |
Lab 04: Histograms & Functions
| |
| Thu 6/28 | Groups | 8.2, 8.3 | ||
| Fri 6/29 | Joins, Table Examples | 8.4, 8.5 |
Homework 04 (Due Tue 7/3)
Project 1: World Progress
(Checkpoint Tue 7/3; Due Fri 7/6)
| |
| Mon 7/2 | Iteration | 9, 9.1, 9.2, 9.3 |
Lab: Project 1
| |
| Tue 7/3 | Chance | 9.4, 9.5 |
Homework 05 (Due Fri 7/6)
| |
| Wed 7/4 | Holiday: No Lecture | |||
| Thu 7/5 | Sampling | 10, 10.1, 10.2 | ||
| Fri 7/6 | Models, Comparing Distributions | 10.3, 11.1, 11.2 |
Homework 06 (Due Tue 7/10)
| |
| Mon 7/9 | Decisions and Uncertainty | 11.3 |
Lab 05: Sampling
Homework 07 (Due Thu 7/12)
| |
| Tue 7/10 | Decisions and Uncertainty Pt. 2 | 11.3 | ||
| Wed 7/11 | A/B Testing | 12.1, 12.2, 12.3 |
Lab 06: Assessing Models
| |
| Thu 7/12 | Review | |||
| Fri 7/13 | Midterm | |||
| Mon 7/16 | Confidence Intervals | 13, 13.1, 13.2 |
Lab: Midterm Review
| |
| Tue 7/17 | Interpreting Confidence | 13.3, 13.4 |
Homework 08 (Due Fri 7/20)
Project 2: TBD
(Checkpoint Fri 7/20; Due Tue 7/24)
| |
| Wed 7/18 | Center and Spread | 14, 14.1, 14.2 |
Lab 07: Bootstrap
| |
| Thu 7/19 | The Normal Distribution | 14.3, 14.4 | ||
| Fri 7/20 | Sample Means, Designing Experiments | 14.5, 14.6 |
Homework 09 (Due Tue 7/24)
| |
| Mon 7/23 | Correlation | 15, 15.1 |
Lab: Project 2
| |
| Tue 7/24 | Linear Regression | 15.2 |
Homework 10 (Due Fri 7/27)
| |
| Wed 7/25 | Least Squares | 15.3, 15.4 |
Lab 08: Correlation
| |
| Thu 7/26 | Residuals | 15.5, 15.6 | ||
| Fri 7/27 | Regression Inference | Chapter 16 |
Homework 11 (Due Tue 7/31)
Project 3: Classifying Movies
(Checkpoint Tue 7/31; Due Sat 8/4)
| |
| Mon 7/30 | Classification | 17, 17.1, 17.2, 17.3 |
Lab 09: Regression
| |
| Tue 7/31 | Classifiers | 17.4 |
Homework 12 (Due Sat 8/4)
| |
| Wed 8/1 | Decisions | Chapter 18 |
Lab: Project 3
| |
| Thu 8/2 | Case Studies | |||
| Fri 8/3 | Conclusion | |||
| Mon 8/6 | Reivew 1 |
Lab 10: Decisions
| ||
| Tue 8/7 | Review 2 | |||
| Wed 8/8 | Office Hours | |||
| Thu 8/9 | Final (Time TBD) |