Statistics 131a: Statistical Methods for Data Science
UC Berkeley, Fall 2024
Announcements ðŸ“£
Complete the anonymous course pulse check.
Lab 2 is due Wednesday 9/18 at midnight.
Lab 3 is due Monday 9/23 at midnight.
Your Lab 3 submission must include a completed PDF of the Lecture 8 worksheet.
You can ignore the two normal distribution plots at the very end of the worksheet.
HW2 is due Friday 9/27 at midnight.
Schedule ðŸ“…
Week 4
Fri Sep 20: | Lecture 8b More on sampling distributions |
Worksheet Abridged slides for live notes |
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Thu Sep 19: | Section 6 Sampling distributions |
Lab 3 (DataHub) Lab 3 (GitHub) |
Wed Sep 18: | Lecture 8a Sampling distributions |
Demo (DataHub) Demo (GitHub) Slides Worksheet |
Tue Sep 17: | Section 5 Wrap up probability exercise and Lab 2 | |
Mon Sep 16: | Lecture 7 Parallel universes |
Slides Worksheet |
Week 3
Fri Sep 13: | Lecture 6b More parables and perplexing problems pertaining to probability |
Slides Annotated slides Worksheet |
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Thu Sep 12: | Section 4 Conceptual review of probability | |
Wed Sep 11: | Lecture 6a Parables and perplexing problems pertaining to probability |
Slides Worksheet |
Tue Sep 10: | Section 3 Working with distributions in R |
Lab 2 (DataHub) Lab 2 (GitHub) |
Mon Sep 9: | Lecture 5 Data from Distributions |
Slides Annotated slides Worksheet Lecture code (DataHub) |
Week 2
Fri Sep 6: | Lecture 4 Distributions of Data |
Slides Worksheet Lecture code (DataHub) |
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Thu Sep 5: | Section 2 Data munging and plotting with stop-and-frisk |
Lab 1 (DataHub) Lab 1 (GitHub) |
Wed Sep 4: | Lecture 3 Boxplots and Histograms |
Slides Worksheet Lecture code (DataHub) |
Tue Sep 3: | Section 1 Data munging and plotting with stop-and-frisk |
Lab 1 (DataHub) |
Mon Sep 2: | Holiday (Labor Day) |
Week 1
Fri Aug 30: | Lecture 2 Principles of visualization |
Slides Worksheet Lab 0 (HTML w/ DataHub Link) |
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Wed Aug 28: | Lecture 1 Welcome! |
Slides Worksheet |
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