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project:
type: website
output-dir: ./docs
title: 'R for Data Science'
website:
title: 'R for Data Science'
navbar:
left:
- href: index.qmd
text: 'Course Material'
- href: about_heads.qmd
text: 'About us'
sidebar:
style: "floating"
collapse-level: 1
contents:
- href: slides/R4datascience_slides.pdf
text: "Slides️"
- section: "Presentations"
contents:
- href: presentations/presentation1.qmd
text: "Presentation 1: Data Cleaning"
- href: presentations/presentation2.qmd
text: "Presentation 2: Summary Statistics and Data Wrangling"
- href: presentations/presentation3.qmd
text: "Presentation 3: Exploratory Data Analysis"
- href: presentations/presentation4A.qmd
text: "Presentation 4A: Conditions and For-loops"
- href: presentations/presentation4B.qmd
text: "Presentation 4B: Functions"
- href: presentations/presentation5A.qmd
text: "Presentation 5A: Linear and Logistic Regression"
- href: presentations/presentation5B.qmd
text: "Presentation 5B: K-means and Random Forest"
- href: presentations/presentation5C.qmd
text: "Presentation 5C: Elastic Net Regression"
# - href: data/data.qmd
# text: "Data️"
- section: "Exercises"
contents:
- href: exercises/exercise0.qmd
text: "Exercise 0: R script and Quarto"
- href: exercises/exercise1.qmd
text: "Exercise 1: Data Cleaning"
- href: exercises/exercise2.qmd
text: "Exercise 2: Summary Statistics and Data Wrangling"
- href: exercises/exercise3.qmd
text: "Exercise 3: Exploratory Data Analysis"
- href: exercises/exercise4A.qmd
text: "Exercise 4A: Conditions and For-loops"
- href: exercises/exercise4B.qmd
text: "Exercise 4B: Functions"
- href: exercises/exercise5A.qmd
text: "Exercise 5A: Linear and Logistic Regression"
- href: exercises/exercise5B.qmd
text: "Exercise 5B: K-means and Random Forest"
- href: exercises/exercise5C.qmd
text: "Exercise 5C: Elastic Net Regression"
- section: "Solutions"
contents:
#- href: tdhh/solutions_not_up.qmd
- href: tdhh/tdhh1.qmd
text: "Solution 1: Data Cleaning"
#- href: tdhh/solutions_not_up.qmd
- href: tdhh/tdhh2.qmd
text: "Solution 2: Summary Statistics and Data Wrangling"
#- href: tdhh/solutions_not_up.qmd
- href: tdhh/tdhh3.qmd
text: "Solution 3: Exploratory Data Analysis"
#- href: tdhh/solutions_not_up.qmd
- href: tdhh/tdhh4A.qmd
text: "Solution 4A: Conditions and For-loops"
#- href: tdhh/solutions_not_up.qmd
- href: tdhh/tdhh4B.qmd
text: "Solution 4B: Functions"
#- href: tdhh/solutions_not_up.qmd
- href: tdhh/tdhh5A.qmd
text: "Solution 5A: Linear and Logistic Regression"
#- href: tdhh/solutions_not_up.qmd
- href: tdhh/tdhh5B.qmd
text: "Solution 5B: K-means and Random Forest"
#- href: tdhh/solutions_not_up.qmd
- href: tdhh/tdhh5C.qmd
text: "Solution 5C: Elastic Net Regression"
- section: "Cheat Sheets"
contents:
- href: CheatSheet/quartoCheatSheet.pdf
text: "Quarto"
- href: CheatSheet/BaseRCheatSheet.pdf
text: "Base R"
- href: CheatSheet/TidyverseCheatSheet.pdf
text: "Tidyverse"
- href: CheatSheet/ggplotCheatSheet.pdf
text: "ggplot2"
format:
html:
theme: # theme: flatly # You can try different themes like cosmo, flatly, etc.
light: [flatly, assets/theme-light.scss]
dark: [flatly, assets/theme-dark.scss]
# sidebar:
# collapse-level: 1
toc: true # "On this page"
toc-location: right