| Notes | Links | Due | ||
|---|---|---|---|---|
| Welcome to the Course | Link to lecture video | |||
| Meet your TA | Link to lecture video | |||
| Sign up for Piazza | External link | |||
| Introduce yourself to your classmates | External link | |||
| Sign up for Gradescope | You have been added to the course automatically. | External Link to Gradescope | ||
| Introduce yourself to the teaching team | External Link to Gradescope | March 31, 11:59 pm | ||
| Getting to Know the Course Website | Take time go over the contents of this website. Read the policies section carefully. Do not forget to bookmark stats68-sp21.netlify.app. | |||
| Syllabus quiz | Timed 30 minutes. | External Link to Gradescope | March 31, 11:59 pm | |
| Download VPN | Use the instructions to download VPN so that you can access resources that are only available on the campus network. | External link | ||
| Download and install R | Yes, you do need to download and install unless you have the latest version. | External link | ||
| Download and install RStudio | Yes, you do need to download and install unless you have the latest version. Download the free Desktop version. | External link | ||
| First Steps in R | Link to lecture video External link | |||
| First Steps in R Markdown | Link to lecture video External link | |||
| Do you git it? | Link to lecture video External link External link to GitHub | |||
| Introduction to Data | Link to lecture video External link | |||
| Data Types | Link to lecture video External link | |||
| Data Quiz | In the repo for weekly materials. After you are done, do not forget to push it. | External link to GitHub | March 31, 11:59 pm | |
| What is the Question? | Optional Reading. Make sure to read the chart carefully. | Link to reading | ||
| Homework 1 | Will be posted on Friday to the course organization. | External link to GitHub | April 9, 11:59 pm |
| Notes | Links | Due | ||
|---|---|---|---|---|
| Welcome to Week 2 | Link to lecture video | |||
| Introduction to Data Visualization | Link to lecture video External link | |||
| Introduction to ggplot | Link to lecture video External link | |||
| Data Visualization Vocabulary Quiz | External Link to Gradescope | Apr 7, 11:59 pm | ||
| More ggplot | Link to lecture video External link | |||
| Data Visualization Quiz | In the repo for weekly materials. After you are done, do not forget to push it. | External link to GitHub | Apr 7, 11:59 pm | |
| Top Ten Dos and Don'ts for Charts and Graphs | Required reading | Link to reading | ||
| Homework 2 | Timed, 40 minutes. | External Link to Gradescope | Apr 16, 11:59 pm |
| Notes | Links | Due | ||
|---|---|---|---|---|
| Welcome to Week 3 | Link to lecture video | |||
| The Pipe Operator | Link to lecture video External link | |||
| Subsetting data frames | Link to lecture video External link | |||
| Changing Variables | Link to lecture video External link | |||
| Aggregating Data | Link to lecture video External link | |||
| Data Cleaning and Aggregating Quiz | In the repo for weekly materials. After you are done, do not forget to push it. | External link to GitHub | Apr 14, 11:59 pm | |
| Homework 3 | In course organization you will find your own repo hw3-username on Friday. | External link to GitHub | Apr 23, 11:59 pm |
| Notes | Links | Due | ||
|---|---|---|---|---|
| Welcome to Week 4 | Link to lecture video | |||
| R packages | Link to lecture video External link | |||
| Importing Data | Link to lecture video | |||
| Data Joins | Link to lecture video External link | |||
| Dealing with Data Frames Quiz | External link to GitHub | April 21, 11:59 pm |
| Notes | Links | Due | ||
|---|---|---|---|---|
| Welcome to Week 5 | Link to lecture video | |||
| Introduction to HTML and CSS | Link to lecture video External link | |||
| Web Scraping | Link to lecture video External link | |||
| API wrappers | Link to lecture video External link | |||
| Writing Functions | Link to lecture video External link | |||
| Iteration | Link to lecture video External link | |||
| Considerations about Web Data | Link to lecture video External link | |||
| Quiz 5 | In the repo for weekly materials. After you are done, do not forget to push it. | External link to GitHub | April 28, 11:59 pm | |
| Using GitHub for collaboration | Link to lecture video | |||
| Final project proposal | Instructions are in the repo for weekly materials. | External link to GitHub | May 7, 11:59 pm |
| Notes | Links | Due | ||
|---|---|---|---|---|
| Welcome to Week 6 | Link to lecture video | |||
| Working with Factors | Link to lecture video External link | |||
| Working with Dates | Link to lecture video External link | |||
| Working with Strings | Link to lecture video External link | |||
| Quiz 6 | In the repo for weekly materials. | External link to GitHub | May 5, 11:59 pm | |
| Final Project Proposal | Instructions are in the week 5 repo. | External link to GitHub | May 7, 11:59 pm | |
| Regular Expressions | Optional Reading. Chapter 9 - 15 | Link to reading | ||
| Regular Expressions | Optional Exercises. Can serve as brain teasers. | External link | ||
| Homework 6 | External link to GitHub | May 14, 11:59 pm |
| Notes | Links | Due | ||
|---|---|---|---|---|
| Welcome to Week 7 | Link to lecture video | |||
| Writing Functions | Link to lecture video | |||
| Testing Functions | Link to lecture video External link | |||
| Data Masking | Link to lecture video | |||
| Optimizing Code | Link to lecture video External link | |||
| Optimized Functions Quiz | External link to GitHub | May 12, 11:59 pm | ||
| Homework 7 | External link to GitHub | May 21, 11:59 pm |
| Notes | Links | Due | ||
|---|---|---|---|---|
| Welcome to Week 8 | Link to lecture video | |||
| Bootstrap Sampling | Link to lecture video External link | |||
| Randomization Tests | Link to lecture video External link | |||
| Computational Models Quiz | In the repo for weekly materials. | External link to GitHub | May 19, 11:59 pm |
| Notes | Links | Due | ||
|---|---|---|---|---|
| Welcome to Week 9 | Link to lecture video | |||
| Simple Linear Regression | Link to lecture video External link | |||
| Indicator Variables | Link to lecture video External link | |||
| Multiple Linear Regression | Link to lecture video External link | |||
| Transformations | Link to lecture video External link | |||
| Linear Regression Quiz | In the repo for weekly materials. | External link to GitHub | May 26, 11:59 pm | |
| Logistic Regression | Link to lecture video External link | |||
| Logistic Regression Quiz | In the repo for weekly materials. | External link to GitHub | May 26, 11:59 pm | |
| Final Project Presentation | Instructions are in the repo for weekly materials. | External link to GitHub | June 8, 1:30 pm |
| Notes | Links | Due | ||
|---|---|---|---|---|
| Welcome to Week 10 | Link to lecture video | |||
| Making Reproducible Presentations | Link to lecture video | |||
| Making Accessible Presentations | Link to lecture video | |||
| Final Project Presentation | Instructions are in the repo for weekly materials. | External link to GitHub | June 8, 1:30 pm |