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Data Science: R Basics
Chapters

1Getting Started with R and RStudio

2R Language Fundamentals

3Data Types and Structures

4Vectors and Factors

5Matrices, Arrays, and Lists

6Data Frames and Tibbles

7Importing, Exporting, and Reading Data

8Data Cleaning and Transformation with dplyr

9Reshaping Data with tidyr

10Working with Dates, Strings, and Categories

11Exploratory Data Analysis and Visualization with ggplot2

12Control Flow, Functions, and Apply Family

if else and switchfor while and repeatnext and breakFunction syntax and scopeArguments defaults and dotsReturn values and invisibilityClosures and lexical scopingDocumenting with roxygen2Vectorize and mapplyapply lapply sapplyvapply and replicatepurrr map familyAnonymous functionsError handling tryCatchDebugging with browser

13Reproducibility, Projects, and Packages

14Basics of Statistical Modeling in R

15Working with Larger Data and Performance

Courses/Data Science: R Basics/Control Flow, Functions, and Apply Family

Control Flow, Functions, and Apply Family

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Write clear, reusable code using control structures, functions, and iteration tools.

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if else and switch

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