Statistics 133: Concepts in Computing with Data
UC Berkeley, STAT 133, Fall 2024
Announcements
See announcements in bCourses
Schedule
Tentative calendar subject to change.
Week 1
| About | Overview Unit 1: Introduction | ||
|---|---|---|---|
| Aug 28 | Lecture Welcome to Stat 133 (slides) | ||
| Aug 29 | Labwork Lab 1: Intro to R and RStudio | ||
| Aug 30 | Lecture Vectors, part 1 (notes) | Slides | Demo |
| Lectur2 Vectors, part 2 (notes) |
Week 2
| About | Overview Unit 2: R Vectors | ||
|---|---|---|---|
| Sep 2 | Lecture No class (Labor day) | ||
| Sep 4 | Lecture Vectors, part 3 (notes) | Slides | Demo |
| Lectur2 Vectors, part 4 (notes) | |||
| Sep 5 | Labwork Lab 2: Vectors (due 9/06) | ||
| Sep 6 | Shiny Shiny Friday: Old Faithful (default app) | Slides | |
| Homework HW 1: Vectors (avail 9/07, due 9/13) |
Week 3
| About | Overview Unit 3: R Matrices and Lists | ||
|---|---|---|---|
| Sep 9 | Lecture Matrices, part 1 (notes) | Slides | Demo |
| Lectur2 Matrices, part 2 (notes) | |||
| Sep 11 | Lecture Lists (notes) | Slides | Demo |
| Sep 12 | Labwork Lab 3: Lists and Matrices (due 9/13) | ||
| Sep 13 | Shiny Shiny Friday: Future Value | Slides | |
| Homework HW 2: Lists & Matrices (avail 9/14, due 9/20) |
Week 4
| About | Overview Unit 4: Simple Functions and Conditionals | ||
|---|---|---|---|
| Sep 16 | Lecture Intro to Functions (notes) | Slides | Demo |
| Lectur2 R Compound Expressions (notes) | |||
| Sep 18 | Lecture If-else statements (notes) | Slides | Demo |
| Sep 19 | Labwork Lab 4: Functions and If-else (due 9/20) | ||
| Sep 20 | Shiny Shiny Friday: Old Faithful revisited | ||
| Homework HW 3: Functions (avail 9/21, due 9/27) |
Week 5
| About | Overview Unit 5: Tables and Tidyverse (part 1) | ||
|---|---|---|---|
| Sep 23 | Lecture Graphics with ggplot2 (notes) | Slides | Demo |
| Sep 25 | Lecture More graphics with ggplot2 (notes) | Slides | Demo |
| Sep 26 | Labwork Lab 5a: Intro to ggplot2 (due 9/27) | ||
| Labwork2 Lab 5b: Shiny app Old Faithful w/ggplot2 | |||
| Sep 27 | Shiny Shiny Friday: graphics with ggplot | Demo2 | Demo3 |
| Homework HW4: Graphics (avail 9/28, due 10/04) |
Week 6
| About | Overview Unit 6: Tables and Tidyverse (part 2) | ||
|---|---|---|---|
| Sep 30 | Lecture Manipulating tables with dplyr (notes) | Slides | Demo |
| Oct 2 | Lecture More dplyr (notes) | Slides | Demo |
| Oct 3 | Labwork Lab 6: Intro to dplyr (due 10/04) | ||
| Oct 4 | Shiny Shiny Friday: Top-n mtcars | ||
| Homework HW5: Data Wrangling (avail 10/05, due 10/11) |
Week 7
| About | Overview Unit 7: Iterations and Loops | ||
|---|---|---|---|
| Oct 7 | Lecture Iterations (notes) | Slides | Demo |
| Oct 9 | Lecture More Iterations and Simulations (slides) | Slides | Demo |
| Oct 10 | Labwork Lab 7: Loops in R (due 10/11) | ||
| Oct 11 | Shiny Shiny Friday: Future Value simulations | Demo | |
| Homework HW6: Iterations (avail 10/12, due 10/18) |
Week 8
| About | Overview Unit 8: Regular Expressions | ||
|---|---|---|---|
| Oct 14 | Lecture Intro to Regular Expressions (notes) | Slides | Demo |
| Lectur2 Character sets (notes) | |||
| Oct 16 | Lecture Anchors (notes) | Slides | Demo |
| Lectur2 Quantifiers (notes) | |||
| Oct 17 | Labwork Lab 8a: Publishing a shiny app (due 10/18) | ||
| Labwork2 Lab 8b: Intro to Regex (due 10/18) | |||
| Oct 18 | Lecture Look Arounds (notes) | ||
| Homework Shiny App-1 (avail 10/19, due 11/01) |
Week 9
| About | Overview Unit 9: Text Mining 1 | ||
|---|---|---|---|
| Oct 21 | Lecture Text Mining, introduction (notes) | Slides | Demo |
| Oct 23 | Lecture Text Mining, word frequencies (notes) | Slides | Demo |
| Oct 24 | Labwork Lab 9: More Regex (due 10/25) | ||
| Oct 25 | Lecture Text Mining, part 3 | Demo | |
| Midterm See announcement in bCourses |
Week 10
| About | Overview Unit 10: Text Mining 2 | ||
|---|---|---|---|
| Oct 28 | Lecture Sentiment Analysis 1 (notes) | Demo | |
| Oct 30 | Lecture Sentiment Analysis 2 (notes) | Demo | |
| Lectur2 Correspondence Analysis (notes) | |||
| Oct 31 | Labwork Lab 10: Text Mining (due 11/01) | ||
| Nov 1 | Lecture More Correspondence Analysis (notes) | ||
| Homework Shiny App-2 (avail 11/02, due 11/15) |
Week 11
| About | Overview Unit 11: Geospatial Data 1 | ||
|---|---|---|---|
| Nov 4 | Lecture Mapping Storms, simple features (notes) | Slides | |
| Nov 6 | Lecture Mapping Storms, leaflet (notes) | Slides | |
| Nov 7 | Labwork Lab 11: Maps 1 (due 11/08) | ||
| Nov 8 | Lecture Mapping Storms (part 3) | Demo |
Week 12
| About | Overview Unit 12: Geospatial Data 2 | ||
|---|---|---|---|
| Nov 11 | Lecture No class (Veterans day) | ||
| Nov 13 | Lecture Guest Lecture: Wildfire in California | ||
| Nov 14 | Labwork Lab 12: Maps 2 (due 11/15) | ||
| Nov 15 | Lecture Choropleth maps 1 | Demo | |
| Homework Shiny App-3 (avail 11/16, due 12/06) |
Week 13
| About | Overview Unit 13: Web Tech 1 | ||
|---|---|---|---|
| Nov 18 | Lecture Choropleth maps 2 | Demo | |
| Nov 20 | Lecture JSON data (notes) | Slides | Demo |
| Nov 21 | Labwork Lab 13: Bart API (due 11/22) | ||
| Nov 22 | Lecture APIs (notes) |
Week 14
| About | Overview Unit 14: Web Tech 2 | ||
|---|---|---|---|
| Nov 25 | Lecture XML 1 (notes) | Slides | |
| Nov 27 | Lecture No class (Thanksgiving) | ||
| Nov 28 | Labwork No lab (Thanksgiving) | ||
| Nov 29 | Lecture No class (Thanksgiving) |
Week 15
| About | Overview Unit 15: Web Tech 2 (cont'd) | ||
|---|---|---|---|
| Dec 2 | Lecture Xpath (notes) | Slides | |
| Dec 4 | Lecture Xpath (notes) | Slides | |
| Lectur2 Web Scraping: HTML (notes) | |||
| Dec 5 | Labwork Lab 14: Web Scraping (due 12/06) | ||
| Dec 6 | Lecture Closing Talk |
Week 16
| About | Overview RRR Week |
|---|
Week 17
| Dec 18 | Final Final Exam (see announcement in bCourses) |
|---|
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