DSC 80 – The Practice and Application of Data Science

This Week

Hypothesis Testing and Data Granularity

Lecture 4 — Pivot Tables, Simpson's Paradox

Lecture 5 — Merging and Cleaning Data

Worksheet 2 — Aggregating

past weeks

Week 1

Tables and Messy Data

Lecture 2 — Pandas

Lecture 3 — Aggregating

Project 1 Checkpoint

Due Thursday, Oct 09 at 23:59 PM

Project 1

Due Thursday, Oct 16 at 23:59 PM

Worksheet 1 — Pandas

Week 0

Introduction

Welcome to DSC 80!

Here's how to get started:

  • Read the syllabus.
  • Join our Campuswire message board and Gradescope with the email invitations you received earlier this week. If you didn't receive an email, you can use access code 42BY42 for Gradescope and access code 7629 for Campuswire.
  • Read the Tech Support page and set up your development environment.
  • The first lectures will be on Thursday, September 25 at:
    • 12:30 PM in CENTR 212.
    • 3:30 PM in PODEM 1A22.
  • There are no discussions for this class. Instead, we'll post optional, ungraded weekly exam study guides and host additional office hours.

See you in lecture!

Lecture 1 — Introduction

Lab 1

Was due Monday, Oct 06 at 23:59 PM
future weeks

Week 3

Permutation Tests

Week 4

Missingness

Week 5

HTTP and HTML

Week 6

Parsing HTML

Exam 01 on Thursday, Nov 06

Week 7

Text and Regex

Week 8

Features and sklearn

Week 9

Thanksgiving Week

Week 10

Model Evaluation and Fairness

Exam 02 on Saturday, Dec 06

Week 11

Final Exams