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R Language
Chapter 1. Introduction to R
What is R Language and Why Use It Complete Guide
History and Applications of R Language Complete Guide
Installing R and RStudio Complete Guide
RStudio Interface Overview Complete Guide
Running Your First R Language Complete Guide
Chapter 2. Basics of R Programming
R Language Variables and Data Types Complete Guide
R Language Operators and Expressions Complete Guide
R Language Conditional Statements if, else, switch Complete Guide
R Language Loops for, while, repeat Complete Guide
R Language Functions and Scope of Variables Complete Guide
Chapter 3. Data Structures in R
R Language Vectors and Lists Complete Guide
R Language Matrices and Arrays Complete Guide
R Language Data Frames and Tibbles Complete Guide
R Language Factors and Their Importance in R Complete Guide
R Language Subsetting and Indexing Data Complete Guide
Chapter 4. Working with Data
R Language Reading Data from CSV, Excel, and Text Files Complete Guide
R Language Using readr, readxl, and data.table Complete Guide
R Language Writing Data to Files Complete Guide
R Language Data Cleaning and Transformation Complete Guide
R Language Handling Missing Values and Outliers Complete Guide
Chapter 5. Data Manipulation with dplyr and tidyr
R Language Introduction to the tidyverse Complete Guide
R Language Filtering, Selecting, Mutating, Summarizing Complete Guide
R Language Grouping and Aggregating Data Complete Guide
R Language Joining Multiple Data Frames Complete Guide
R Language Reshaping Data with gather and spread Complete Guide
Chapter 6. Data Visualization with ggplot2
R Language Grammar of Graphics Concept Complete Guide
R Language Creating Basic Plots Bar, Line, Histogram, Boxplot Complete Guide
R Language Customizing Plots with Themes and Scales Complete Guide
R Language Faceting and Grouped Visualizations Complete Guide
R Language Exporting and Saving Plots Complete Guide
Chapter 7. Statistical Analysis in R
R Language Descriptive Statistics Complete Guide
R Language Inferential Statistics t tests, Chi Square, ANOVA Complete Guide
R Language Correlation and Regression Complete Guide
R Language Hypothesis Testing Complete Guide
R Language Using Built in Statistical Functions Complete Guide
Chapter 8. Working with Time Series and Dates
R Language Date and Time Classes in R Complete Guide
R Language Time Series Objects ts, xts, zoo Complete Guide
R Language Plotting and Analyzing Time Series Complete Guide
R Language Decomposition and Forecasting Intro Complete Guide
Chapter 9. Programming Features and Packages
R Language Creating Custom Functions Complete Guide
R Language Loops and Apply Family Functions Complete Guide
R Language Using and Creating R Packages Complete Guide
R Language Debugging and Error Handling Complete Guide
R Language Version Control and R Projects Complete Guide
R Programming Tutorial for Beginners – Learn R Language | Dotnetschool
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