Announcements

  • HW12 and Project 2 Checkpoint due tonight at 11:59 PT
  • Entire Project 2 due Sunday 8/8
  • Will have some volunteer OH this weekend TBA on piazza
  • Final Exam on Thursday, August 12 from 3-6PM PT
  • Final Conflict form due at 11:59PM PT on Saturday, August 7 (Piazza post)
  • Fill out course evals!
  • HW09, HW10, and Lab10 grades will be released today, regraded due next Wednesday
  • GSI led topical review sessions next week! TBA
  • Guest Lecture #5 Today at 3 PM PST. See Piazza for more details!
  • HW12 and Project 2 Checkpoint due Friday, 8/6
  • Final Exam on Thursday, August 12 from 3-6PM PT
  • Final Conflict form due at 11:59PM PT on Saturday, August 7
  • Fill out course evals!
  • Guest Lecture #4 will be on Thursday 8/5 from 12pm-1pm PT! See this piazza post for more details
  • Regrade requests for HW08, Lab08, Lab09 due this Wednesday
  • HW12 and Project 2 Checkpoint due Friday, 8/6
  • Lab 10 in section today
  • Final Exam on Thursday, August 12 from 3-6PM PT
  • Final Conflict form due at 11:59PM PT on Saturday, August 7
  • Fill out course evals!
  • Guest Lecture #4 will be on Thursday 8/5 from 12pm-1pm PT!
  • Regrade requests for HW08, Lab08, Lab09 due this Wednesday
  • HW11 due today at 11:59pm PT
  • Project 2 Checkpoint due Friday, 8/6 (entire project due Sunday, 8/8)
  • Lab 10 early deadline tonight at 11:59pm PT
  • HW12 released later today
  • Midsemester Grade Report has been updated on Gradescope. Please check the follow-up before submitting a regrade request
  • Residual Properties and Linear Regression guides on Piazza!
  • Regrade requests for HW08, Lab08, Lab09 due this Wednesday
  • HW11 Due Tuesday
  • Project 2 Checkpoint due Friday the 6th, Whole project due Sunday the 8th
  • Midsemester Grade Report has been released on Gradescope. Please check the follow-up before submitting a regrade request
  • Bins shifts: C- bin will be at most 180 (60%), more bin shifts to be announced later
  • Guest Lecture #3 Today! See Piazza for details
  • Residual Properties and Linear Regression guides on Piazza!
  • HW10 due Friday, 7/30 at 11:59pm PT
  • Guest Lecture #3 This Monday! See Piazza later for more details.
  • HW11 and Project 2 to be released today
  • Fill out Project Partner Matching forms!
  • Midsemester Grade Report has been released on Gradescope. Please check the follow-up before submitting a regrade request
  • HW10 due Friday, 7/30 at 11:59pm PT
  • Guest Lecture #2 cancelled
  • HW11 and Project 2 to be released tomorrow
  • Fill out Project Partner Matching forms!
  • Tonight is last day to submit regrades for HW06/HW07/Lab07
  • Lab09 in section today
  • HW09 due today at 11:59pm PT
  • HW10 due Friday, 7/30 at 11:59pm PT
  • Guest Lecture 2 Thursday 7/29 at 12-1PM PST! See Piazza for details!
  • Regrades for HW06/HW07/Lab07 due this Wednesday
  • HW09 due Wednesday, 7/28 at 11:59pm PT
  • Lab09 released, in section on Wednesday
  • HW 10 Released Today, Due Friday
  • Guest Lecture 2 Thursday 7/29 at 12-1PM PST! See Piazza for details!
  • Regrades for HW06/HW07/Lab07 due this Wednesday
  • HW09 due Wednesday, 7/28 at 11:59pm PT
  • Lab08 in section today
  • Lab09 released later today
  • Check out this confidence intervals guide!
  • Check out the webcast for midterm review walkthrough here!
  • Tutor sections signups released! More info here
  • HW 08 released, due tonight at 11:59pm PT
  • HW 09 will be released today, due Wednesday 7/28 at 11:59pm PT (extra day)
  • Project 1 and Midterm Grades Released
  • Regrade Requests due tonight for both
  • Midterm Walkthrough Session on Saturday at 12pm (noon) PT
  • Tutor sections signups released! More info here
  • HW 08 released, due Friday, 7/23 at 11:59pm PT
  • Regrade Requests for Project 1 and Midterm due Friday 7/23 at 11:59pm PT
  • Tutor sections signups released! More info here
  • Lab 07 in section today
  • HW 08 released, due Friday, 7/23 at 11:59pm PT
  • Regrade Requests for Project 1 and Midterm due Friday 7/23 at 11:59pm PT
  • HW04, HW05, and Lab06 regrades are due tonight!
  • Tutor sections signups will be released at 7pm!
  • No Staff OH today
  • HW 8 Released After Lecture, due Fri 07/23
  • Lab 07 early deadline is tonight at 11:59pm PT
  • Project 1 and Midterm Grades Released, regrade Requests due Friday 7/23 for both
  • HW04, HW05, and Lab06 regrades are due Wednesday (7/21)
  • Guest Lecture Today at 5pm see piazza
  • Total Points Calculator Notebook released, see piazza
  • No Section or Staff OH today (Yanay OH moved to 12-1PM)
  • HW 8 Released Tomorrow 7/20
  • Lab 7 released tonight (For section on Wednesday 7/21)
  • Project 1 and Midterm Grades Released, regrade Requests due Friday 7/23 for both
  • HW04, HW05, and Lab06 regrades are due Wednesday (7/21)
  • Guest Lecture Tuesday 7/20 5pm more info released later today
  • Homework 06 due Wednesday, 7/14 at 11:59pm PT
  • Lab 06 due in section today
  • [Optional] Lab 6A released later today: highly recommended practice before the midterm!
  • Regrade request for Lab05 and HW03 due Wednesday (7/14)
  • Midterm exam on Friday, 7/16, 7pm-9pm PT. See Piazza post
  • Midterm Exam Conflict form due Tuesday, 7/13, 11:59pm PT
  • Project 01 due Saturday 7/10, 11:59pm pst
  • HW 05 is released, due Friday 7/09 at 11:59pm pst
  • HW 06 released after lecture, due Wednesdat 7/14 at 11:59pm pst
  • Midterm exam on Friday, 7/16, 7pm-9pm PT. See Piazza post
  • Midterm Exam Conflict form due Tuesday, 7/13, 11:59pm PT
  • Regrade deadline is extended to this Sunday, check Piazza for more information
  • Project checkpoint due tonight, Thursday 7/08, 11:59pm
  • HW 05 is released, due Friday 7/09 at 11:59pm
  • Midterm exam on Friday, 7/16, 7pm-9pm PT. See Piazza post
  • Midterm Exam Conflict form due Tuesday, 7/13, 11:59pm PT
  • Regrade deadline is extended to this Friday, check Piazza for more information
  • Please don't share code (or explicitly state which functions you're using) on public Piazza posts!
  • Project checkpoint due Thursday 7/08, 11:59pm
  • Lab 05 in section today!
  • HW 05 is released, due Friday 7/09 at 11:59pm
  • Midterm exam on Friday, 7/16, 7pm-9pm PT. See Piazza post
  • Midterm Exam Conflict form due Tuesday, 7/13, 11:59pm PT
  • Regrade deadline is extended to this Friday, check Piazza for more information
  • Monday is an academic holiday
  • No lecture, no section, no office hours on Monday
  • HW3 released, due Today, Fri 7/02 at 11:59pm
  • HW4 released, due Tuesday, Tue 07/06 at 11:59pm
  • Project 1 released today, due Sat 07/10 (Checkpoint due Thu 07/08). Get started early!
  • Homework 03 released, due Friday 7/02 at 11:59pm
  • Project 1 will be released on Friday. Get started with the project as early as you can!
  • Project Partner forms should have been released in section. You can only partner with someone from your section.
  • Homework 02 released, due Tuesday 6/29 at 11:59pm
  • Lab 03 released Saturday and due Tuesday 6/29 at 11:59pm, you must pass all tests and submit to Gradescope in order to get credit.
  • Homework 03 released after lecture, due Friday 7/02 at 11:59pm
  • Lab01 & Lab02 regrades due by Wednesday 6/30, make sure to read the piazza post on how to submit a regrade request
  • Please watch last semester's lecture on charts and our recorded walkthrough of discussion 3.
  • Homework 02 released, due Tuesday 6/29 at 11:59pm
  • Lecture, section, tutoring sections, OH on Monday are cancelled
  • Lab 03 released Saturday and due Tuesday 6/29 at 11:59pm, you must pass all tests and submit to Gradescope in order to get credit.
  • Please watch last semester's lecture on charts and our recorded walkthrough of discussion 3.
  • Homework 01 due tonight at 11:59pm
  • Homework 02 released after lecture and due Tuesday 6/29 at 11:59pm
  • Lecture, section, tutoring sections, OH on Monday are cancelled
  • Lab 03 released Saturday and due Tuesday 6/29 at 11:59pm, you must pass all tests and submit to Gradescope in order to get credit.
  • Last semester's lecture and discussion walkthrough videos will be posted instead and tutoring sections on Monday will be rescheduled
  • Homework 01 released, submit by 11:59pm PST Friday 6/25
  • Sign up for tutoring sections! See this piazza thread for more details
  • Lecture, section, tutoring sections, and OH on Monday are cancelled
  • Lab 3 will be due on Tuesday, 6/29 at 11:59pm PST, you must pass all tests and submit to Gradescope in order to get credit.
  • Last semester's lecture and discussion walkthrough videos will be posted instead and tutoring sections on Monday will be rescheduled
  • Lab 02 in section today!
  • Homework 01 released, submit by 11:59pm pst Friday 6/25
  • Sign up for tutoring sections! See this piazza thread for more details
  • Section assignments have been released! For swaps++ please see this piazza thread for more details
  • If you have issues with not being able to open up an assignment on datahub, please post a private thread on piazza with your Berkeley email and we will fix it ASAP
  • Lab 02 released, submit early by 11:59 PST tonight and pass all autograder tests or attend section on Wednesday for credit
  • Homework 01 released after lecture, submit by 11:59pm PST Friday 6/25
  • Sign up for tutoring sections! See this piazza post for more details
  • Section assignments will be released later today!
  • Lab Reminder: You need to have a submission on gradescope in order to get credit for lab, even if the TA tells you that you have been checked off. If you don't have a submission for lab01, make sure to make on as soon as possible. Make sure to watch the video on how to submit assignments here
  • Staff office hours start today! Go to the office hours queue to create a ticket! Staff OH runs 12-4pm PT & 7-9pm PT on weekdays

Welcome to Data 8!

  • Lecture is 10am-11am PST today, please check piazza for the zoom link.
  • Sections start today! Attendance for the first section is mandatory, you can attend any section you want to, today only. For section times and zoom links, check this piazza post.
  • Fill out section assignment form by the end of today (6/21) using this link
  • Lab02 will be released tonight. Submit by Tuesday at 11:59pm PST and pass all autograder tests or attend section on Wednesday to get credit.
  • Be on the lookout for tutoring section signups!
  • Make sure you are enrolled on Gradescope, OkPy and Piazza! If not, please email an instructor or post on piazza.
  • Work in progress!
  • Welcome to Data 8! You can find our tentative course schedule below.
  • THIS IS A WORK IN PROGRESS

Calendar

Instructors: Yanay Rosen and Katherine Tsai

Lecture: MTuWTh 10am-11am, F 10am-12pm

Week Lecture Number Date Topic Lecture Reading Discussion Assignment
Week 1 1 Mon 06/21 Introduction Slides, Demos, Video 1.1, 1.2, 1.3
2 Tue 06/22 Cause and Effect Slides, Video 2
Homework 01 (Due Fri 06/25)
3 Wed 06/23 Tables Slides, Demos, Video 3
4 Thu 06/24 Data Types Slides, Demos, Video 4, 5
5 Fri 06/25 Building Tables, Census Slides, Demos, Video 6.1, 6.2, 6.3, 6.4
Homework 02 (Due Tue 06/29)
Week 2 6 Mon 06/28 Charts Video 7, 7.1
7 Tue 06/29 Distributions Slides, Demos, Video 7.2, 7.3
Homework 03 (Due Fri 07/02)
8 Wed 06/30 Histograms Slides, Demos, Video 7.2, 7.3
9 Thu 07/01 Functions Slides, Demos, Video 8, 8.1
10 Fri 07/02 Groups, Pivots and Joins Slides, Demos, Video 8.2, 8.3, 8.4, 8.5
Homework 04 (Due Tue 07/06)
(Due Sat 07/10; Checkpoint Thu 07/08)
Week 3 0 Mon 07/05 Holiday: No class
11 Tue 07/06 Iteration Slides, Demos, Video 9, 9.1, 9.2, 9.3
Homework 05 (Due Fri 07/09)
12 Wed 07/07 Chance Slides, Demos, Video 9.5, 18.1
13 Thu 07/08 Sampling Slides, Demos, Video 10, 10.1, 10.2
14 Fri 07/09 Models, Comparing Distributions Slides, Demos, Video 10.3, 11.1, 11.2
Homework 06 (Due Wed 07/14)
Week 4 15 Mon 07/12 Decisions and Uncertainty Slides, Demos, Video 11.3
Homework 07 (Due Fri 07/16)
16 Tue 07/13 A/B Testing Slides, Demos, Video 12.1, 12.2
17 Wed 07/14 Causality Slides, Demos, Video 12.3
18 Thu 07/15 Examples Slides, Demos, Video 11.4
19 Fri 07/16 Midterm Review Slides, Video
Midterm (7 PM - 9 PM)
Week 5 20 Mon 07/19 Confidence Intervals Slides, Demos, Video 13, 13.1, 13.2
Lab: No Lab Assignment!
21 Tue 07/20 Interpreting Confidence Slides, Demos, Video 13.3, 13.4
Homework 08 (Due Fri 07/23)
22 Wed 07/21 Center and Spread Slides, Demos, Video 14, 14.1, 14.2
23 Thu 07/22 The Normal Distribution Slides, Demos, Video 14.3, 14.4
24 Fri 07/23 Sample Means, Designing Experiments Slides, Demos, Video 14.5, 14.6
Homework 09 (Due Wed 07/28)
Week 6 25 Mon 07/26 Correlation Slides, Demos, Video 15, 15.1
26 Tue 07/27 Linear Regression Slides, Demos, Video 15.2
Homework 10 (Due Fri 07/30)
27 Wed 07/28 Least Squares Slides, Demos, Video 15.3, 15.4
28 Thu 07/29 Residuals Slides, Demos, Video 15.5, 15.6
29 Fri 07/30 Regression Inference, Privacy Slides, Demos, Video 16
Homework 11 (Due Tue 08/03)
(Due Sun 08/08; Checkpoint Fri 08/06)
Week 7 30 Mon 08/02 Classification Slides, Demos, Video 17, 17.1, 17.2, 17.3
Lab: Project 2
31 Tue 08/03 Classifiers Slides, Demos 17.4
Homework 12 (Due Fri 08/06)
32 Wed 08/04 Updating Predictions Slides, Demos, Video
33 Thu 08/05 Case Study: Health Video
34 Fri 08/06 Conclusion and Staff AMA Slides, Video
Week 8 35 Mon 08/09 Review 1
36 Tue 08/10 Review 2
37 Wed 08/11 Review 3
0 Thu 08/12 Final Exam
Final (3 PM - 6 PM)