Calendar

Due dates:

• Prelabs are due Monday at 10am.

• Labs are due Wednesday at 10pm for the Monday lab groups and Thursday at 10pm for the Tuesday lab groups.

• Any exceptions and other due dates are listed on the calendar.

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Mon

Tue

Wed

Thu

Fri

09/02 Mon

09/03 Tue

09/04 Wed

09/05 Thu

09/06 Fri

Welcome

• Read Ch 1
• Slides
• Notebook

Prelab 1
9/11@10am

09/09 Mon

Cause & Effect

• Read Ch 2
• Slides

Lab 1

09/10 Tue

09/11 Wed

Tables

• Read Ch 3
• Slides
• Notebook

Prelab 2

09/12 Thu

09/13 Fri

Data Types

• Read Ch 4, 5
• Slides
• Notebook

Lab 2

09/16 Mon

Columns and Rows

• Read Ch 6.1, 6.2
• Slides
• Notebook

09/17 Tue

09/18 Wed

Tables and Visualization

• Read Ch 6.3, 6.4, Ch 7
• Slides
• Notebook

Prelab 3

09/19 Thu

09/20 Fri

Charts

• Read Ch 7, 7.1
• Slides
• Notebook

Lab 3

09/23 Mon

Histograms

• Read Ch 7.2, 7.3
• Slides
• Notebook

09/24 Tue

09/25 Wed

Functions

• Read Ch 8, 8.1, System Error Ch 5
• Slides
• Notebook

Prelab 4
Case 1
10/02@10am

09/26 Thu

09/27 Fri

Groups

• Read Ch 8.2, 8.3
• Slides
• Notebook

Lab 4

09/30 Mon

Pivots and Joins

• Read Ch 8.4
• Slides
• Notebook

10/01 Tue

10/02 Wed

Case Study 1: Sweeny Linking Study

• Read System Error Ch 5
• Slides
• Notebook

Project 1

10/11@10pm checkpoint
10/17@10pm

10/03 Thu

10/04 Fri

Table Examples

• Read Ch 8.5
• Slides
• Notebook

10/07 Mon

Conditionals

• Read Ch 9, 9.1
• Slides
• Notebook

10/08 Tue

10/09 Wed

Loops: Lecture Cancelled -- Watch Video Below

• Read Ch 9.2
• Recorded Lecture
• Slides
• Notebook

10/10 Thu

10/11 Fri

Mountain Day Placeholder

10/14 Mon

Reading Period

10/15 Tue

Reading Period

10/16 Wed

Probability

• Read Ch 9.3, 9.4
• Slides
• Notebook
• Sample Midterm
• Sample Solutions

Prelab 5
10/23@10am

10/17 Thu

10/18 Fri

Sampling

• Read Ch 9.5, 10
• Slides
• Notebook

10/21 Mon

Inference with Statistics

• Read Ch 10.2, 10.3, 10.4
• Slides
• Notebook

10/22 Tue

10/23 Wed

Assessing Models

• Read Ch 11.1, 11.2
• Slides
• Notebook
• Midterm Review Session

Prelab 6

10/24 Thu

Evening Midterm

Midterm Details

10/25 Fri

No Class! 🎉

Lab 6

10/28 Mon

Hypothesis Testing

• Read Ch 11.3, 11.4
• Slides
• Notebook

10/29 Tue

10/30 Wed

P-values

• Read Ch 11.4, 12.1
• Slides
• Notebook

Prelab 7

10/31 Thu

11/01 Fri

Permutation Tests

• Read Ch 12.2
• Slides
• Notebook

Project 2

11/06@10am partners
11/15@4pm checkpoint
12/13@4pm due

Lab 7

11/04 Mon

Randomized Controlled Experiments

• Read Ch 12.3
• Slides
• Notebook

11/05 Tue

11/06 Wed

Bootstrapping

• Read Ch 13, 13.1, 13.2
• Slides
• Notebook

Prelab 8

11/07 Thu

11/08 Fri

Confidence Intervals

• Read Ch 13.3, 13.4
• Slides
• Notebook

Lab 8

11/11 Mon

Interpreting Confidence

• Read Ch 13.3, 13.4
• Slides
• Notebook

11/12 Tue

11/13 Wed

Correlation

• Read Ch 15, 15.1
• Slides
• Notebook
• Sample Midterm 2
• Sample Solutions

Prelab 9
11/20@10am

11/14 Thu

11/15 Fri

Linear Regression

• Slides
• Notebook

Project Meetings

11/18 Mon

Case Study 2: Consequentialism and Deontology

• Slides

11/19 Tue

11/20 Wed

Linear Regression: Optimization and Diagnostics

• Slides
• Notebook

Lab 9
12/3@10pm

11/21 Thu

Evening Midterm (6-7:30 or 8-9:30)

11/22 Fri

No Class! 🎉

11/25 Mon

Case Study 3: Dual Use and ChatGPT

• Slides

11/26 Tue

11/27 Wed

Thanksgiving Break

11/28 Thu

Thanksgiving Break

11/29 Fri

Thanksgiving Break

12/02 Mon

Wrap Up

• Slides
• Notebook

12/03 Tue

12/04 Wed

Steve's Research

12/05 Thu

12/06 Fri

Optional Lab Time

• Data Files

12/09 Mon

12/10 Tue

12/11 Wed

12/12 Thu

12/13 Fri

Final Project Due (4pm)