Announcements

  • Project 3 will be released this Friday, 4/19!
  • Homework 9 is due Thursday, April 10th by midnight!
  • Make sure to check here for office hour locations this week!
  • Homework 8 is now due Saturday, 4/6, by midnight!
  • Project 2 checkpoint is now due Sunday, 4/7, and Project 2 is due Sunday, 4/14, by midnight!
  • Regrade requests for Lab 7 and Homework 7 are due by Wednesday, 4/3, by midnight.
  • Make sure that every cell on your Project 2 submission takes less than 2 minutes to run! Otherwise, you may lose points.
  • Project 2 will come out this Saturday, March 23rd!
  • Project 1 Special Case Regrades can be found here!
  • Project 1 Checkpoint is due this Friday by midnight! Make sure to finish the 8 required questions and then go back to the top of the notebook to run the submit cell!
  • After the grade for an assignment is released, you will have up to 1 week to submit a regrade request for that assignment.
  • Homework 1 has been released and is due Thursday, 1/31, by midnight. If you turn it in before Wednesday, 1/30, by midnight, you'll receive an extra credit point!
  • Professor Fithian is holding special office hours this week on Friday from 11 a.m. to 12 p.m!
  • Welcome to the start of the semester! Please sign up for Piazza. We'll use it to answer questions, post announcements, and more.
  • Lab starts this week so bring a laptop and get ready to learn! Lab attendance for this first week is mandatory so make sure you attend.
  • Sign up for one of our connector courses!

Calendar

Instructors: Ani Adhikari and Will Fithian

Lecture: MWF 10am-11am in 150 Wheeler

Date Topic Lecture Reading Assignment
Wed 1/23 Introduction Slides, Demos, Video 1.1, 1.2, 1.3
Fri 1/25 Cause and Effect Slides, Video 2
Homework 01 (Due Thu 1/31)
Mon 1/28 Tables Slides, Demos, Video 3
Wed 1/30 Data Types Slides, Demos, Video 4, 5
Fri 2/1 Building Tables Slides, Demos, Video 6.1, 6.2
Homework 02 (Due Thu 2/7)
Mon 2/4 Census Slides, Demos, Video 6.3, 6.4
Wed 2/6 Charts Slides, Demos, Video 7, 7.1
Fri 2/8 Histograms Slides, Demos, Video 7.2, 7.3
Homework 03 (Due Thu 2/14)
Mon 2/11 Functions Slides, Demos, Video 8, 8.1
Wed 2/13 Groups Slides, Demos, Video 8.2, 8.3
Fri 2/15 Joins Slides, Demos, Video 8.4
Homework 04 (Due Thu 2/21)
(Checkpoint Fri 2/22; Due Fri 3/1)
Mon 2/18 Holiday: No Lecture
Wed 2/20 Table Examples Slides, Demos, Video 8.5
Lab: Project 1
Fri 2/22 Iteration Slides, Demos, Video 9, 9.1, 9.2, 9.3
Homework 05 (Due Thu 2/28)
Mon 2/25 Chance Slides, Demos, Video 9.4, 9.5
Wed 2/27 Sampling Slides, Demos, Video 10, 10.1, 10.2
Fri 3/1 Models Slides, Demos, Video 10.3, 11.1
Homework 06 (Due Thu 3/7)
Mon 3/4 Comparing Distributions Slides, Demos, Video 11.1, 11.2
Wed 3/6 Decisions and Uncertainty Slides, Demos, Video 11.3
Fri 3/8 A/B Testing Slides, Demos, Video 11.4, 12.1, 12.2
Homework 07 (Due Thu 3/14)
Mon 3/11 Causality Slides, Demos, Video 12.3
Wed 3/13 Examples Slides, Demos, Video 12.2
Lab: Midterm Review
Fri 3/15 Midterm Review Slides, Demos, Video
Midterm: 7-9 PM
Mon 3/18 Confidence intervals Slides, Demos, Video 13, 13.1, 13.2
Wed 3/20 Interpreting Confidence Slides, Demos, Video 13.3, 13.4
Fri 3/22 Center and Spread Slides, Demos, Video 14, 14.1, 14.2
Homework 08 (Due Sat 4/6)
(Checkpoint Sun 4/7; Due Sun 4/14)
Mon 3/25 Holiday: No Lecture
Wed 3/27 Holiday: No Lecture
Fri 3/29 Holiday: No Lecture
Mon 4/1 The Normal Distribution Slides, Demos, Video 14.3, 14.4
Wed 4/3 Sample Means Slides, Demos, Video 14.5
Lab: Project 2
Fri 4/5 Designing Experiments Slides, Demos, Video 14.6
Homework 09 (Due Thu 4/11)
Mon 4/8 Correlation Slides, Demos, Video 15, 15.1
Wed 4/10 Linear Regression Slides, Demos, Video 15.2
Fri 4/12 Least Squares Slides, Demos, Video 15.3, 15.4
Homework 10 (Due Thu 4/18)
Mon 4/15 Residuals Slides, Demos, Video 15.5, 15.6
Wed 4/17 Regression Inference Slides, Demos, Video 16
Fri 4/19 Privacy Slides, Video
Homework 11 (Due Thu 4/25)
(Checkpoint Fri 4/26; Due Fri 5/3)
Mon 4/22 Classification 17, 17.1, 17.2, 17.3
Wed 4/24 Classifiers 17.4
Fri 4/26 Decisions 18
Mon 4/29 Case Study: Health
Wed 5/1 Case Study: Education
Fri 5/3 Conclusion