Data 8: Foundations of Data Science
UC Berkeley, Fall 2024
Ed Gradescope Lecture Recordings Jump to Current Week
Week 1
- Aug 28
- Reading: 1.1, 1.2, 1.3
- Lab Lab 01: Expressions (Due 8/30)
- Discussion Worksheet 01
- Aug 30
-
- 2 Cause and Effect
- Slides
- Reading: 2
- Homework Homework 01 (Due 9/4)
Week 2
- Sep 2
- Labor Day No class
- Lab Lab 02: Table Operations (Due 9/6)
- Sep 4
- Reading: 3
- Discussion Worksheet 02
- Sep 6
- Reading: 4, 5
- Homework Homework 02 (Due 9/11)
Week 3
- Sep 9
- Reading: 6.1, 6.2
- Lab Lab 03: Data Types, Creating and Extending Tables (Due 9/13)
- Sep 11
- Reading: 6.3, 6.4
- Discussion Worksheet 03
- Sep 13
- Reading: 7, 7.1
- Homework Homework 03 (Due 9/18)
Week 4
- Sep 16
- Reading: 7.2, 7.3
- Lab Lab 04: Functions and Visualizations (Due 9/20)
- Sep 18
- Reading: 8, 8.1
- Discussion Worksheet 04
- Sep 20
- Reading: 8.2, 8.3
- Homework Homework 04 (Due 9/25)
- Project Project 1: World Population and Poverty (Due Fri 10/4, Checkpoint Fri 9/27)
Week 5
Week 6
Week 7
- Oct 7
- Reading: 11.3, 11.4
- Lab Lab 06: Assessing Models (Due 10/11)
- Oct 9
- Reading: 11.4, 12.1
- Discussion Worksheet 07
- Oct 11
- Reading: 12.2, 12.3
- Homework Homework 07 (Due 10/16)
Week 8
Week 9
- Oct 21
- Reading: 13, 13.1, 13.2
- Lab Lab 07: A/B Testing (Due 10/25)
- Oct 23
- Reading: 13.3, 13.4
- Discussion Worksheet 09
- Oct 25
- Reading: 14, 14.1, 14.2
- Homework Homework 08 (Due 10/30)
Week 10
- Oct 28
- Reading: 14.3, 14.4
- Lab Lab 08: Sample Means (Due 11/1)
- Oct 30
- Reading: 14.5
- Discussion Worksheet 10
- Nov 1
- Reading: 14.6
- Homework Homework 09 (Due 11/6)
- Project Project 2: Climate (Due Fri 11/15, Checkpoint Fri 11/8)
Week 11
Week 12
- Nov 11
- Veterans Day No class
- Lab Lab 09: Regression (Due 11/15)
- Nov 13
- Reading: 15.5, 15.6
- Discussion Worksheet 12
- Nov 15
- Reading: 16
- Homework Homework 11 (Due 11/20)
- Project Project 3: Movie Classification (Due Fri 12/6, Checkpoint Fri 11/22)
Week 13
Week 14
Week 15
- Dec 2
- Reading: 18, 18.1, 18.2
- Lab Lab 10: Conditional Probability (Due 12/6)
- Homework Homework 13 (Due 12/8)
- Dec 4
-
- 39 Case Study: Computer Vision & Staff Panel
- Slides
- Discussion Worksheet 14
- Dec 6
-
- 40 Conclusion
- Slides
RRR Week
Final
- Dec 16
- Exam Final Exam (8-11 AM)