Data 8: Foundations of Data Science
UC Berkeley, Spring 2023
Announcements
Week 4 Announcements
- Project 1 will be released this Friday.
- Checkpoint due on 2/17, entire project due on 2/24.
- TAs will send out partner matching forms for each discussion section.
- Homework 3 is due Wednesday, 2/8
- Homework 4 is due Wednesday, 2/15
- Lab 4 is due Friday, 2/10
Week 1
- Jan 18
- Reading: 1.1, 1.2, 1.3
- Lab Lab 01: Expressions (Due 1/20)
- Lab 01 Worksheet
- Reading: 1.1, 1.2, 1.3
- Jan 20
- Reading: 2
- Homework Homework 01 (Due 1/25)
- Reading: 2
Week 2
- Jan 23
- Reading: 3
- Lab Lab 02: Table Operations (Due 1/27)
- Lab 02 Worksheet
- Reading: 3
- Jan 25
- Reading: 4, 5
- Jan 27
- 5 Building Tables
- Slides • Demos • Blank Demos • Video
- Reading: 6.1, 6.2
- Homework Homework 02 (Due 2/1)
Week 3
Week 4
- Feb 6
- Reading: 8, 8.1
- Lab Lab 04: Functions and Visualization (Due 2/10)
- Lab 04 Worksheet
- Reading: 8, 8.1
- Feb 8
- 10 Groups
- Slides • Demos • Blank Demos • Video
- Reading: 8.2, 8.3
- Feb 10
- 11 Pivots and Joins
- Reading: 8.4
- Homework Homework 04 (Due 2/15)
- Project Project 1: World Population and Poverty (Due 2/24, Checkpoint 2/17)
Week 5
Week 6
Week 7
Week 8
Week 9
Week 10
Spring Break
- Mar 27
- Spring Break: No Class
- Mar 29
- Spring Break: No Class
- Mar 31
- Spring Break: No Class
Week 12
Week 13
Week 14
Week 15
- Apr 24
- 37 Case Study: TBD
- Lab Lab 10: Conditional Probability (Due 4/28)
- Apr 26
- 38 Case Study: Health
- Apr 28
- 39 Conclusion
- Homework Homework 13 (Due 5/3)
Final
- May 9
- Exam Final Exam (3-6 PM)
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