R Basics - R Programming Language Introduction

Description

In this course, you will learn:-

• You'll learn how to use the RStudio interface to browse.
• You'll learn how to create simple graphs.
• R's basic structure, including packages, will be covered.
• You'll learn how to use the R programming language's basic commands.
• You'll also learn how to work with add-on packages, how to use the R help tools, and how to navigate the R ecosystem in general.

Syllabus:-

• Welcome to R Basics
• Download R and RStudio
• RStudio Orientation
• Course Script
• The Structure of the R Ecosystem
• R Help Features
• Using R Functions
• Practice R - the R Exercise Database
• Three Common Mistakes of R Beginners
• Your First Lines of R Code
• Using Some Basic Functions
• Exercise and Solution - Basic Coding
• Functions and Loops
• R Datasets and Data.Frames
• Importing CSV Files
• Advanced Data Import - Bonus Material from the Data Pre-Processing Course
• How to Best Structure Your R Learning Experience
• R Base Graphs
• R Base Graphs 2
• Exercise and Solution - R Base Graphs
• Loading your csv files in R; Working directories
• Course R Level 1: Intro to the apply family of functions
• Course Statistics in R: Tests for normality, Exercise and solution
• Course Graphs in R: Lattice package plots
• Course Machine Learning: KNN Classification
• Course Career Guide: Statistical Software Packages - Alternatives to R