Statistics 133: Concepts in Computing with Data
UC Berkeley, Spring 2024
Announcement
Final Exam May-6th, 7-10pm
Ed Discussion is now in read-only mode.
Schedule
Week 15
| About: | Overview RRR Week |
|---|
Week 14
| About: | Overview Unit 14: Web Tech 2 | |
|---|---|---|
| Apr 22: | Lecture Web Scraping 1 (slides) | Demo |
| Apr 24: | Lecture Web Scraping (2) | Demo |
| Apr 25: | Lab Lab 14: Web Scraping | |
| Apr 26: | Lecture Closing Talk |
Week 13
| About: | Overview Unit 13: Web Tech 1 | |
|---|---|---|
| Apr 15: | Lecture Web Tech 1 (slides) | Demo |
| Apr 17: | Lecture Web Tech 2 (slides) | Demo |
| Apr 18: | Lab Lab 13: Bart API | |
| Apr 19: | Lecture Web Tech 3 (slides) | Demo |
Week 12
| About: | Overview Unit 12: Geospatial Data 2 | |
|---|---|---|
| Apr 08: | Lecture Mapping Storms (part 3) | Demo |
| Apr 10: | Lecture Choropleth maps (1) | Demo |
| Apr 11: | Lab Lab 12: Maps (part 2) | |
| Apr 12: | Lecture Choropleth maps (2) | Demo |
| Homework Shiny App-3 |
Week 11
| About: | Overview Unit 11: Geospatial Data 1 | |
|---|---|---|
| Apr 01: | Lecture Mapping Storms (part 1) | Demo |
| Apr 03: | Lecture Mapping Storms (part 2) | Demo |
| Apr 04: | Lab Lab 11: Maps | |
| Apr 05: | Lecture Guest Lecture: Wildfire in California by K. Shive |
Week 10
| About: | Overview Unit 10: Text Mining 2 | |
|---|---|---|
| Mar 18: | Lecture Sentiment Analysis (1) | Demo |
| Mar 20: | Lecture Sentiment Analysis (2) | Demo |
| Lecture Correspondence Analysis | ||
| Mar 21: | Lab Lab 10: Text Mining | |
| Mar 22: | Lecture Correspondence Analysis (cont'd) | |
| Homework Shiny App-2 |
Week 9
| About: | Overview Unit 9: Text Mining 1 | |
|---|---|---|
| Mar 11: | Lecture Text Mining, part 1 (slides) | Demo |
| Mar 13: | Lecture Text Mining, part 2 (slides) | Demo |
| Mar 14: | Lab Lab 9a: More Regex | |
| Lab Lab 9b: Publishing a shiny app | ||
| Mar 15: | Lecture Text Mining, part 3 | Demo |
| Midterm |
Week 8
| About: | Overview Unit 8: Regular Expressions | |
|---|---|---|
| Mar 04: | Lecture Regular Expressions, part 1 (slides) | Demo |
| Mar 06: | Lecture Regular Expressions, part 2 (slides) | Demo |
| Mar 07: | Lab Lab 8: Intro to Regex | |
| Mar 08: | Lecture Regular Expressions (part 3) | Demo |
| Homework Shiny App-1 |
Week 7
| About: | Overview Unit 7: Iterations and Loops | |
|---|---|---|
| Feb 26: | Lecture Iterations (slides) | Demo |
| Feb 28: | Lecture More Iterations and Simulations (slides) | Demo |
| Feb 29: | Lab Lab 7: Loops in R | |
| Mar 01: | Shiny Shiny Friday: Top-n mtcars (continued) | Video |
| Homework HW6: Iterations |
Week 6
| About: | Overview Unit 6: Tables and Tidyverse (part 2) | |
|---|---|---|
| Feb 19: | Lecture Academic Holiday (no class) | |
| Feb 21: | Lecture Manipulating tables with dplyr (slides) | Demo |
| Feb 22: | Lab Lab 6: Intro to dplyr | |
| Feb 23: | Shiny Shiny Friday: Top-n mtcars | Video |
| Homework HW5: Data Wrangling |
Week 5
| About: | Overview Unit 5: Tables and Tidyverse (part 1) | |
|---|---|---|
| Feb 12: | Lecture Data Tables in R (slides) | |
| Feb 14: | Lecture Graphics with ggplot2 (slides) | Demo |
| Feb 15: | Lab Lab 5a: Intro to ggplot2 | |
| Lab Lab 5b: Shiny app Old Faithful w/ggplot2 | ||
| Feb 16: | Shiny Shiny Friday: graphics with ggplot | Video |
| Homework HW4: Graphics with ggplot2 |
Week 4
| About: | Overview Unit 4: Simple Functions and Conditionals | |
|---|---|---|
| Feb 05: | Lecture Intro to Functions (slides) | Demo |
| Feb 07: | Lecture If-else statements (slides) | Demo |
| Feb 08: | Lab Lab 4: Functions and Conditionals | |
| Feb 09: | Shiny Shiny Friday: Old Faithful (enriched) | Video |
| Homework HW 3: Functions |
Week 3
| About: | Overview Unit 3: R Matrices and Lists | |
|---|---|---|
| Jan 29: | Lecture Matrices (slides) | Demo |
| Jan 31: | Lecture Lists (slides) | Demo |
| Feb 01: | Lab Lab 3: Lists and Matrices | |
| Feb 02: | Shiny Shiny Friday: Future Value | Video |
| Homework HW 2: Lists and Matrices |
Week 2
| About: | Overview Unit 2: R Vectors | |
|---|---|---|
| Jan 22: | Lecture Vectors, part 1 (slides) | Demo |
| Jan 24: | Lecture Vectors, part 2 (slides) | Demo |
| Jan 25: | Lab Lab 2: Vectors | |
| Jan 26: | Shiny Shiny Friday: Old Faithful (default app) | |
| Homework HW 1: Vectors |
Week 1
| About: | Overview Unit 1: Introduction | |
|---|---|---|
| Jan 17: | Lecture Welcome to Stat 133 (slides) | |
| Jan 18: | Lab Lab 1: Intro to R, RStudio, and Quarto notebooks | |
| Jan 19: | Lecture R Housekeeping (slides) |
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