Data 8: Foundations of Data Science
UC Berkeley, Fall 2024
Ed Gradescope Lecture Recordings Jump to Current Week
Week 16 Announcements
Dec 8- RRR Week OH (Online + IRL @Warren 101B)
- Wednesday 12-5 PM
- Thursday 10-2 PM
- TA-led review sessions @VLSB 2050
- Monday (12/9) from 3-5 PM focusing on pre-midterm content
- Wednesday (12/11) from 6-8 PM focusing on post-midterm content
- Past Finals Megathread
- Final Exam Preparation Tips
Week 15 Announcements
Nov 30- Assignments Due
- Project 3: Movie Classification is due on Friday, December 6th @ 5 PM
- Lab 10: Conditional Probability is due on Friday, December 6th @ 5 PM
- Homework 13 is due on Sunday, December 8th @ 5 PM
- Please read: For Lecture 37 and Ch 17.6
Week 13 Announcements
Nov 18- Assignments Due
- Homework 11 is due on Wednesday, November 20th @ 5 PM
- Project 3: Movie Classification Checkpoint is due on Friday, November 22nd @ 5 PM
- Homework 12 is due on Tuesday, November 26th @ 5 PM
- Note: Homework 12 is due on Tuesday with EC deadline being Monday. We will release this assignment early to give ample time.
Week 12 Announcements
Nov 11- Assignments Due
- Homework 10 is due on Wednesday, November 13th @ 5 PM
- Project 2: Climate is due on Friday, November 15th @ 5 PM
- Lab 09: Regression is due on Friday, November 15th @ 5 PM
- Homework 11 is due on Wednesday, November 20th @ 5 PM
- Project 3: Movie Classification Checkpoint is due on Friday, November 22nd @ 5 PM
- HW 08, Lab 08 Scores Released
- Project 2 Party, Wednesday 6-8 PM
- Warren Hall, Sections D&E
Week 11 Announcements
Nov 4- Assignments Due
- Homework 09 is due on Wednesday, November 6th @ 5 PM
- Homework 10 is due on Wednesday, November 13th @ 5 PM
- Project 2: Climate Checkpoint is due on Friday, November 8th @ 5 PM
Week 10 Announcements
Oct 28- Assignments Due
- Homework 08 is due on Wednesday, October 30th @ 5 PM
- Lab 08: Sample Means is due on Friday, November 1st @ 5 PM
- Homework 09 is due on Wednesday, November 6th @ 5 PM
- Project 2: Climate Checkpoint is due on Friday, November 8th @ 5 PM
Week 9 Announcements
Oct 21- Assignments Due
- Lab 07: A/B Testing is due on Friday, October 25th @ 5 PM
- Homework 08 is due on Wednesday, October 30th @ 5 PM
- Congratulations on completing the Data 8 Midterm!!
Week 8 Announcements
Oct 14- Assignments Due
- Homework 07 is due on Wednesday, October 16th @ 5 PM
- The midterm is on Friday, 10/18, 7-9 PM
Week 7 Announcements
Oct 7- Assignments Due
- Homework 06 is due on Wednesday, October 9th @ 5 PM
- Lab 06: Assessing Models is due on Friday, October 11th @ 5 PM
- Homework 07 is due on Wednesday, October 16th @ 5 PM
- The midterm is on Friday, 10/18, 7-9 PM
- Midterm Preparation Tips post
Week 6 Announcements
Sep 30- Assignments Due
- Homework 05 is due on Wednesday, October 2nd @ 5 PM
- Lab 05: Conditional Statements, Iteration, Tables is due on Friday, October 4th @ 5 PM
- Project 1: World Population and Poverty
- Everything due on Friday, October 4th @ 5 PM
- Make sure to add your project partner to your written and autograder submission!
- The midterm is on Friday, 10/18, 7-9 PM
- HW 03, Lab 04 Score Release post
- Project 1 Party on Thursday 6-8PM at Evans 458
Week 5 Announcements
Sep 23- Assignments Due
- Homework 04 is due on Wednesday, September 25th @ 5 PM
- Project 1: World Population and Poverty
- Checkpoint due on Friday, September 27th @ 5 PM
- Everything due on Friday, October 4th @ 5 PM
- Homework 05 is due on Wednesday, October 2nd @ 5 PM
- The midterm is on Friday, 10/18, 7-9 PM
- If you have a time conflict with the midterm, fill out the alternate exam form by Friday, September 27th @ 5 PM
- Lab 03, HW 02 Score Release post
Week 4 Announcements
Sep 16- Assignments Due
- Homework 03 is due on Wednesday, September 18th @ 5 PM
- Lab 04: Functions and Visualizations is due on Friday, September 20th @ 5 PM
- Homework 04 is due on Wednesday, September 25th @ 5 PM
- Project 1: World Population and Poverty
- Checkpoint due on Friday, September 27th @ 5 PM
- Everything due on Friday, October 4th @ 5 PM
- The midterm is on Friday, 10/18, 7-9 PM
- If you have a time conflict with the midterm, fill out the alternate exam form ASAP
- Lab 01, Lab 02, HW 01 Score Release post
- Check that your score looks correct!
Week 3 Announcements
Sep 9- Assignments Due
- Homework 02 is due on Wednesday, September 11th @ 5 PM
- Lab 03: Data Types, Creating and Extending Tables is due on Friday, September 13th @ 5 PM
- Homework 03 is due on Wednesday, September 18th @ 5 PM
- Tutoring Section Sign-Ups
- Go to tutoring.data8.org to enroll in a tutoring section!
- Details about tutoring sections can be found on this Edstem post
- Lecture Capacity
- Jeremyβs message: "Please do not let the large capacity crowds discourage you from showing up!!"
Week 2 Announcements
Sep 2- Assignments Due
- Homework 01 is due on Wednesday, September 4th @ 5 PM
- Lab 02: Table Operations is due on Friday, September 6th @ 5 PM
- Homework 02 is due on Wednesday, September 11th @ 5 PM
- Lab Switching
- You can switch your lab until Tuesday (September 3 at 11:59 pm) via sections.data8.org
- No Lecture on Monday September 2nd
Week 1 Announcements
Aug 28- Assignments Due
- Lab 01: Expressions is due on Friday, August 30th @ 5 PM
- Homework 01 is due on Wednesday, September 4th @ 5 PM
- Lab Switching
- You can switch your lab until Tuesday (September 3 at 11:59 pm) via sections.data8.org
- No Lecture on Monday September 2nd
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)