Announcements

  • 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 lab is mandatory so make sure you attend.

Calendar

Instructors: Francie McQuarrie and Natalia Mushegian

Lecture: MTWTh 10am-11am, F 10am-12pm in 155 Dwinelle

Date Topic Lecture Reading Assignment
Mon 6/24 Introduction 1
Lab 01: Expressions
Tue 6/25 Cause and Effect, Experiments 2
Homework 01 (Due Fri 6/28)
Wed 6/26 Tables 3
Lab 02: Table Operations
Thu 6/27 Data Types 4, 5
Fri 6/28 Building Tables, Examples 6
Homework 02 (Due Tue 7/2)
Mon 7/1 Charts 7, 7.1
Lab 03: Data Types and Arrays
Tue 7/2 Histograms 7.2, 7.3
Homework 03 (Due Fri 7/5)
Wed 7/3 Functions 8.1
Lab 04: Histograms and Functions
Thu 7/4 Holiday: No class
Fri 7/5 Groups, Joins, Examples 8.2, 8.3, 8.4
Homework 04 (Due Tue 7/9)
Project 1: World Progress
(Due Sat 7/13)
Mon 7/8 Tables Review 8.5
Lab: Project 1
Tue 7/9 Iteration 9, 9.1, 9.2, 9.3
Homework 05 (Due Fri 7/12)
Wed 7/10 Chance, Conditioning 9.5, 18.1
Lab 05: Sampling
Thu 7/11 Conditioning continued, Probability Sampling 18.1, 18.2, 10
Fri 7/12 Sampling and Statistics, Distributions 10.1, 10.2, 10.3
Homework 06 (Due Tue 7/16)
Mon 7/15 Comparing Models 11, 11.1, 11.2
Lab 06: Comparing Models
Tue 7/16 Testing Hypotheses 1 11.3
Homework 07 (Due Tue 7/23)
Wed 7/17 Testing Hypotheses 2 11.3
Lab: Midterm Review
Thu 7/18 Midterm Review 12
Fri 7/19 Midterm Exam
Midterm (in class)
Mon 7/22 AB Testing 1 12, 12.1, 12.2, 12.3
Lab 07: A/B Testing
Tue 7/23 AB Testing 2, Examples
Homework 08 (Due Fri 7/26)
Wed 7/24 Bootstrap 13, 13.1, 13.2
Lab 08: The Bootstrap
Thu 7/25 Interpreting Confidence 13.3, 13.4
Fri 7/26 Center and Spread, The Normal Distribution 14, 14.1, 14.2, 14.3, 14.4
Homework 09 (Due Tue 7/30)
Mon 7/29 Sample Means 14.5
Lab 09: Sample Means
Tue 7/30 Sample Sizes 14.6
Homework 10 (Due Fri 8/2)
Wed 7/31 Correlation 15, 15.1
Lab 10: Correlation
Thu 8/1 Linear Regression 15.2
Fri 8/2 Least Squares, Residuals 15.3, 15.4, 15.5, 15.6
Homework 11 (Due Tue 8/6)
Mon 8/5 Regression Inference, Regression Review 16
Lab 11: Regression
Tue 8/6 Regression Review
Homework 12 (Due Fri 8/9)
Project 2: Classifying Movies
(Due Sat 8/10)
Wed 8/7 Classification 1 17, 17.1, 17.2, 17.3
Lab: Project 2
Thu 8/8 Classification 2 17.4
Fri 8/9 Conclusion
Mon 8/12 Review 1 (Coding, Hypothesis Testing)
Tue 8/13 Review 2 (CIs, Normal Distribution, Sample Means)
Wed 8/14 Review 3 (Regression, Inference, Classification)
Thu 8/15 Final Exam
Final (5pm)