| To-Do | |
|---|---|
| Download and Install R | Link Video |
| Download and Install RStudio | Link Video |
| Setup RStudio | Video |
| Download packages | File Video |
| Alzheimer’s Disease | Slides |
| Time | Topic | Links |
|---|---|---|
| 09:00 - 09:30 | Welcome | Slides |
| 09:35 - 10:30 | Introduction to data science | Slides |
| 10:45 - 11:45 | Introduction to R | Slides |
| 1:00 - 1:45 | Introduction to R Markdown | Slides Video |
| 2:00 - 3:00 | Introduction to GitHub | Slides |
| Time | Topic | Links |
|---|---|---|
| 09:00 - 10:30 | Describing data | Slides |
| 10:45 - 11:15 | R Packages | Slides |
| 11:15 - 11:45 | Importing data | Slides |
| 1:00 - 2:00 | Tidyverse | Slides |
| 2:15 - 3:00 | Changing variables | Slides |
| Time | Topic | Links |
|---|---|---|
| 09:00 - 10:30 | Introduction to probability | Slides |
| 10:45 - 12:00 | Data Wrangling | Slides |
| Time | Topic | Links |
|---|---|---|
| 09:00 - 10:30 | Point estimation and confidence interval | Slides |
| 10:45 - 11:45 | Data visualization in R | Slides |
| 1:30 - 3:00 | Advanced Data visualization in R | Slides |
| Time | Topic | Links |
|---|---|---|
| 9:00 - 10:30 | Hypothesis testing | Slides |
| 10:45 - 12:00 | Examining relationships | Slides |
| 1:00 - 2:00 | Inference using R | Slides |
| 2:15 - 3:00 | Capstone projects |
| Time | Topic | Links |
|---|---|---|
| 09:00 - 10:30 | Introduction to linear regression | Slides |
| 11:00 - 12:00 | Linear regression in R | Slides |
| Time | Topic | Links |
|---|---|---|
| 09:00 - 10:30 | Introdcution to logistic regression | Slides |
| 10:30 - 11:45 | Logistic regression in R | Slides |