DSC 80 – The Practice and Application of Data Science

This Week

Final Exams

Final Exam on Tuesday, Dec 07

Week 10

Model Evaluation and Fairness

Lecture 18 — Model Evaluation and Fairness

Lecture 17 — Examples

Project 5 Checkpoint

  • No checkpoint for this project. 🥳

Project 5

Was due Wednesday, Dec 08 at 23:59 PM

Week 9

Thanksgiving Week

Lecture 16 — Model Validation

Lab 9

Was due Thursday, Dec 02 at 23:59 PM

Week 8

Features and sklearn

Lecture 15 — Model Pipelines

Lecture 14 — Features

Lab 8

Was due Monday, Nov 22 at 23:59 PM

Project 4 Checkpoint

Was due Friday, Nov 19 at 23:59 PM

Project 4

Was due Monday, Nov 29 at 23:59 PM

Discussion 8

  • Available now on GitHub.
  • Discussions are extra credit.
Was due Saturday, Nov 20 at 23:59 PM

Week 7

Text Features

Reminder: no lecture on Thursday, November 11 due to Veterans Day.

Lecture 13 — Extracting Information from Text

Lab 7

Was due Monday, Nov 15 at 23:59 PM

Week 6

Regex

Midterm on Tuesday, Nov 02

Lecture 12 — Text Data

Lab 6

Was due Monday, Nov 08 at 23:59 PM

Discussion 7

  • Available now on GitHub.
  • Discussions are extra credit.
Was due Saturday, Nov 06 at 23:59 PM

Week 5

HTTP and HTML

Lecture 11 — Parsing Nested Data

Lecture 10 — Collecting Data

Lab 5

Was due Monday, Nov 01 at 23:59 PM

Project 3 Checkpoint

  • No checkpoint for this project. 🥳

Project 3

Was due Friday, Nov 12 at 23:59 PM

Week 4

Missingness

Lecture 9 — Imputation

Lecture 8 — Missingness

Lab 4

Was due Monday, Oct 25 at 23:59 PM

Project 2

Was due Thursday, Oct 28 at 23:59 PM

Discussion 4

  • Available now on GitHub.
  • Discussions are extra credit.
Was due Saturday, Oct 23 at 23:59 PM

Week 3

Permutation Tests

Lecture 7 — Permutation Tests

Lecture 6 — Combining Data

Lab 3

Was due Monday, Oct 18 at 23:59 PM

Project 2 Checkpoint

Was due Thursday, Oct 21 at 23:59 PM

Discussion 3

  • Available now on GitHub.
  • Discussions are extra credit.
Was due Saturday, Oct 16 at 23:59 PM

Week 2

Hypothesis Testing and Data Granularity

Lecture 5 — Data Granularity

Lecture 4 — Hypothesis Testing

Lab 2

Was due Monday, Oct 11 at 23:59 PM

Project 1

Was due Thursday, Oct 14 at 23:59 PM

Discussion 2

  • Available now on GitHub.
  • Discussions are extra credit.
Was due Saturday, Oct 09 at 23:59 PM

Week 1

Tables and Messy Data

Lecture 3 — Messy Data

Lecture 2 — Tabular Data

Lab 1

Was due Monday, Oct 04 at 23:59 PM

Project 1 Checkpoint

Was due Thursday, Oct 07 at 23:59 PM

Discussion 1

  • Available now on GitHub.
  • Discussions are extra credit.
Was due Saturday, Oct 02 at 23:59 PM

Week 0

Introduction

Welcome to DSC 80!

Here's how to get started:

  • Read the syllabus.
  • Join our Campuswire and Gradescope with the email invitations you received earlier this week. If you didn't receive an email, you can use access code 3426 for Campuswire and D5RKZZ for Gradescope.
  • Come to the first lecture on Thursday at 06:30 PM in CENTR 212.

See you in lecture!

Lecture 1 — Introduction