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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
