Month 14: Data Analysis Techniques using R
Week 1: Introduction to R for Data Analysis
- Day 1: Introduction to R
- Day 2: Basic Data Types and Variables in R
- Day 3: Data Structures in R
- Day 4: Basic Operations in R
- Day 5: Control Flow and Functions in R
Week 2: Data Manipulation in R
- Day 1: Reading and Writing Data in R
- Day 2: Data Cleaning in R
- Day 3: Introduction to the Tidyverse
- Day 4: Data Manipulation with dplyr
- Day 5: Data Transformation with tidyr
Week 3: Data Visualization in R
- Day 1: Introduction to ggplot2
- Day 2: Creating Basic Plots with ggplot2
- Day 3: Customizing Plots with ggplot2
- Day 4: Advanced Plot Types with ggplot2
- Day 5: Interactive Visualization with Shiny
Week 4: Statistical Data Analysis in R
- Day 1: Descriptive Statistics in R
- Day 2: Inferential Statistics in R
- Day 3: Regression Analysis in R
- Day 4: Time Series Analysis in R
- Day 5: Hypothesis Testing in R
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