Announcements

  • Project 3 is due 12/6.
  • Homework 12 is due 12/5.
  • Please fill out the end of semester feedback form in HW12!
  • Privacy guest lecture is canceled but you can watch last semester's here (slides)
  • There will be no office hours next week (starting 12/9)
  • Project 3 is due 12/6.
  • Homework 12 is due 12/5.
  • Please fill out the end of semester feedback form in HW12!
  • Project 3 checkpoint 1 is due this Friday 11/22. The final project deadline is 12/6.
  • HW11 is due this Thursday, 11/21.
  • HW12 will be released on Friday and due on 12/5.
  • Next week is Thanksgiving: Monday lecture will be held as normal, but there will be no lecture on Wednesday, and no lab, office hours, tutoring sections, or assignment deadlines.
  • Project 3 has been released. The checkpoint is due this Friday 11/22 and the project is due on 12/6.
  • Next week is Thanksgiving: there's no HW due, no lab, and no tutoring sections.
  • Project 2 is due tonight at midnight (make sure to add your partner on okpy)
  • Homework 11 is out - Due Thursday, Nov 21
  • Project 3 is out - 1st Checkpoint due Friday, Nov 22; Project due Friday, Dec 6
  • Don't forget that this Monday (11/11) is a holiday.
  • Project 2 checkpoint 2 is due today (11/8), and project 2 is due in its entirety on 11/15.
  • HW10 will be released today (11/8) and due next Thursday, 11/14.
  • Don't forget to keep an eye on your assignment grades each week, and submit your regrades before the deadline.
  • HW9 is due this Thursday, 11/7.
  • Project 2 checkpoint 2 is due this Friday, 11/8. You can change your answers to earlier sections even after submitting the checkpoint: your checkpoint grade is based on passing all the public tests at the time you submit the checkpoint.
  • Project 2 checkpoint 1 is due today, and checkpoint 2 is due next Friday. You can change your answers to earlier sections even after submitting the checkpoint: your checkpoint grade is based on passing all the public tests.
  • HW9 will be released today and is due Thursday 11/7.
  • Project 2 has been released, and checkpoint 1 is due this Friday 11/1. You'll have time in lab this week to work on it.
  • There's no HW due this week.
  • Project 2 will be released on Friday.
  • Some corrections from lecture 17 have been posted to Piazza.
  • The midterm is this Friday, 10/18. See the logistics post on Piazza for more info.
  • The midterm review session is on Wednesday from 8-10PM in 155 Dwinelle and 1 Pimentel.
  • Make sure you know your midterm seat assignment before Friday evening. If you haven't received a seating assignment, contact GSI Avery Yip (averyyip@berkeley.edu) as soon as possible.
  • HW7 has been released and is due on Friday. It's shorter than usual, but the material will be covered on the exam, so don't put it off.
  • Lab this week will be midterm review, and Friday labs have been converted to extra office hours. If you're in a Friday lab, feel free to attend any Wednesday or Thursday section.
  • Project 1 is due on Friday 10/4! Turn it in on Thursday for an extra point.
  • The midterm is coming up on 10/18. See the midterm logistics post on Piazza for more info.
  • Ramesh's office hours for the week of 10/7 are cancelled.
  • Project 1 is due this Friday. Start early, and ask for help when you need it.
  • Ramesh's OH today (Monday) are moved to 6-7PM in 329 Soda.
  • Don't use "Revert to Checkpoint" on your notebooks: you may lose all your work!
  • If you have technical difficulties with your assignment, post on Piazza right away: don't wait for it to fix itself.
  • Project 1: the checkpoint is due today (Friday 9/27)!
  • Project 1: the checkpoint is graded based on public tests
  • Project 1: if you're working with a partner: invite your partner on OKPy, make sure your partner accepts, and submit from one person's account only
  • Project 1: you can change your answers for the final submission
  • Ramesh's OH for Monday 9/30 have been moved to 6-7PM
  • Project 1 Checkpoint is due this Friday!
  • Ramesh's office hour this week has been moved to Thursday from 4-5PM (at the usual 329 Soda).
  • Regrades for Lab 1 & 2 and Homework 1 have opened! You have until Saturday, September 21 to submit a regrade request.
  • Sign up for tutoring here! Tutoring runs weekly from the week of 9/9 to the week of the midterm (10/18).
  • If you need DSP accommodations, please submit your DSP letter through your DSP advisor by September 13th.
  • Sign up for tutoring here! Tutoring runs weekly from the week of 9/9 to the week of the midterm (10/18).
  • Welcome to the start of the semester! Please sign up for Piazza. We'll use it to answer questions, post announcements, and more.
  • Labs start the first week of the semester so bring a laptop and get ready to learn! Lab attendance for this first lab is mandatory.

Calendar

Instructors: Ramesh Sridharan and Swupnil Sahai

Lecture: MWF 11am-12pm in 150 Wheeler

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