/R_tutorial

R for Beginners

Primary LanguageR

Learn R in 20 days

BND

Learn R in 20 days

💡 Introduction

Welcome to the course 'Learn R in 20 days', the course will take you through all the basics you need to know about R programming.

The course covers topics like basic data structures, importing and exporting data, accessing packages, writing customized functions, visualizing your data and also some popular statistical methods and their applications in R. After the course, you will be able to comfortably program in R and freely conduct you own analysis.

💡 Course struction

The course is is formed by 2 major functional parts, and multiple topics in each part. You may start the course from any topic you like to suit your needs.

1) The basic programming and graphics in R

  1. r_intro.pdf
  2. vectors.pdf
  3. matrix.pdf
  4. dataIO.pdf
  5. control_flow.pdf
  6. lists_functions.pdf
  7. graphics1.pdf
  8. graphics2.pdf

2) Statistical learning and popular applications in R

  1. Statistics.pdf

💡 In this folder

Datasets used in the exercises can be found in Data. Some of the datasets are grabbed from the online repository of the book 'Introduction to Statistical Learning', we highly recommend this book for a better understanding to statistics.

R functions and example answers to some of the exercises used in the lecture can be found in R.