To-Do | |
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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 |
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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 |
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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 |
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09:00 - 10:30 | Introduction to probability | Slides |
10:45 - 12:00 | Data Wrangling | Slides |
Time | Topic | Links |
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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 |
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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 |
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09:00 - 10:30 | Introduction to linear regression | Slides |
11:00 - 12:00 | Linear regression in R | Slides |
Time | Topic | Links |
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09:00 - 10:30 | Introdcution to logistic regression | Slides |
10:30 - 11:45 | Logistic regression in R | Slides |