Learn R Programming in 1 Day: Complete Guide for Beginners By: Krishna Rungta | AZW3 | 4.60 MiB
April 5th 2018 | ASIN: B07BZSZZZM
Author: Krishna Rungta
R is a programming language developed is widely used for statistical and graphical analysis. It can execute advance machine learning algorithms including earning algorithm, linear regression, time series, statistical inference.
R programming language is used by Fortune 500 companies and tech bellwethers like Uber, Google, Airbnb, Facebook, Apple.
R provides a data scientist tools and libraries (Dplyr) to perform the 3 steps of analysis 1) Extract 2) Transform, Cleanse 3) Analyze.
Table of Contents
Chapter 1.What is R Programming? Introduction Basics
What is R? R by industry R package Communicate with R Why use R? Is R difficult?
Chapter 2.How to Download and Install R, RStudio, and Anaconda on Mac/Windows
Install Anaconda For MAC User For Windows User Install R Install RStudio Install Package
Chapter 3. R Data Types & Operator
Basic Data Types Variables Vectors Arithmetic Operations Logical Statements
Chapter 4. R Matrix Tutorial: Create,Print,add Column,Slice
What is a Matrix? Slice a Matrix
Chapter 5. What is Factor in R? Categorical & Continuous
What is Factor in R? Categorical Variable Continuous Variables
Chapter 6. R Data Frames: Create,Append,Select,Subset
What is a Data Frame? How to create a data frame? Slice Data Frame Subset a data frame
Chapter 7. Lists in R: Create, Select [Example]
What is a List? Built-in Data Frame
Chapter 8. Lists in R: Create, Select [Example]
Chapter 9. R Dplyr Tutorial: Merge,Join,Spread
Introduction to Data Analysis Merge with dplyr() Multiple keys pairs Data cleaning Functions
Chapter 10. Merge data Frames in R:Full and Partial Match
Full Match Partial Match
Chapter 11. Function in R Programming [With Example]
What is a Function in R? R important built-in functions General Functions Math Functions Statistical Function Write function in R Function with condition
Chapter 12. IF,ELSE,ELIF, Statement in R
The If-Else Statement The Else-If Statement
Chapter 13. For loop in R with Examples for List and Matrix
For Loop Syntax and Examples For Loop over a List For Loop over a Matrix
Chapter 14.
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