Notes | Links | Due | ||
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Welcome to the Course | ||||
Sign up for Piazza | ||||
Introduce yourself to your classmates | ||||
Sign up for Gradescope | You have been added to the course automatically. | |||
Introduce yourself to your professor. | Jan 7, 11:59 pm | |||
Getting to Know the Course Website | Take time go over the contents of this website, especially read the policies section. Do not forget to bookmark introdata.science. | |||
Syllabus quiz | Timed 30 minutes. | Jan 7, 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. | |||
Download and install R | Yes, you do need to download and install unless you have the latest version. | |||
Download and install RStudio | Yes, you do need to download and install unless you have the latest version. Download the free Desktop version. | |||
First Steps in R | ||||
First Steps in R Markdown | ||||
Do you git it? | ||||
Introduction to Data | ||||
Reading from IMS book | Section 1.2.1 | |||
Data Types | ||||
Data Quiz | In the repo for weekly materials. After you are done, do not forget to push it. | Jan 7, 11:59 pm | What is the Question? | Optional Reading. Make sure to read the chart carefully. |
Homework 1 | Will be posted on Friday to the course organization. | Jan 16, 11:59 pm |
Notes | Links | Due | ||
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Welcome to Week 4 | ||||
R packages | ||||
Importing Data | ||||
Data Joins | ||||
Dealing with Data Frames Quiz | In the repo for weekly materials. After you are done, do not forget to push it. | Jan 28, 11:59 pm |
Notes | Links | Due | ||
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Simple Linear Regression | ||||
Indicator Variables | ||||
Simple Linear Regression Quiz | Feb 25, 11:59 pm | |||
Multiple Linear Regression | ||||
Multiple Linear Regression Quiz | Feb 25, 11:59 pm |