| 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 - 11:15 | Introduction to R, RStudio, and Quarto | Slides |
| 11:15 - 11:45 | R Packages | Slides |
| 1:00 - 3:00 | Lab practice | Slides |
| Time | Topic | Links |
|---|---|---|
| 09:00 - 10:00 | Data in R | Slides |
| 10:20 - 11:45 | Describing data and EDA | Slides |
| 1:00 - 2:00 | Intro to Tidyverse | Slides |
| 2:15 - 3:00 | Intro to Data Wrangling | Slides |
| Time | Topic | Links |
|---|---|---|
| 09:00 - 11:50 | Introduction to probability | Slides |
| Time | Topic | Links |
|---|---|---|
| 09:00 - 11:45 | Point estimation and confidence interval | Slides |
| 1:00 - 1:50 | Data visualization in R | Slides |
| 2:00 - 3:50 | Advanced Data visualization in R | Slides |
| Time | Topic | Links |
|---|---|---|
| 9:00 - 10:30 | Hypothesis testing I | Slides |
| 10:45 - 12:00 | Hypothesis testing II | Slides |
| 1:00 - 2:00 | Inference using R | Slides |
| Time | Topic | Links |
|---|---|---|
| 09:00 - 12:00 | Introduction to linear regression | Slides |
| 1:00 - 2:00 | Linear Regression Lab | Slides |
| Time | Topic | Links |
|---|---|---|
| 09:00 - 12:00 | Introduction to logistic regression | Slides |
| 1:00 - 3:00 | Logistic Regression Lab | Slides |
| Time | Topic | Links |
|---|---|---|
| Introduction to Survival Analysis | Slides |