Basics of R Programming
Features and Data types of R programming
Operators and Decision-making Structures in R
Working with Datasources and Data Visualization
Exploring Machine Learning in R
If you are looking for building the skills and Mastering on R programming then this is the course for you!
Mastering of R Programming provides a detailed understanding and implementation of features and data types in R and different types of R Functions. Setting the R programming environment is discussed. Working on different types of Operators, Decision-making structures and looping statements.
Understanding of Import and export Data from Data sources such as CSV files, Binary files, Excel sheet and JSON files. You will also work with different types of Statistical functions. The concept of Data Visualization using R is discussed in detail.
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Introduction
Introduction
Introduction to R
Lesson 1: Introduction to R
Practice 1-1: Setting the R Programming Environment
Practice 1-2: Installing the R-package
Practice 1-3: Creating and Running the First R Script
Quiz on Introduction to R
Variables and Data Types in R
Lesson 2: Variables and Data Types in R
Practice 2-1:Implementing user defined function by using modules and packages
Practice 2-2: Working with Vector, List, Matrix, Array, Factor and Data Frame
Quiz on Variables and Data Types in R
Operators, Decision Making Structures and Loops in R
Lesson 3: Operators, Decision Making Structures and Loops in R
Practice 3-1: Working with Various Operators in R
Practice 3-2: Decision Statements in R
Practice 3-3: Loop Statements in R
Quiz on Operators, Decision Making Structures and Loops in R
Working with R functions
Lesson 4: Working with R functions
Practice 4-1: Create User Defined Function
Quiz on Working with R functions
Import and Export Data from Datasources
Lesson 5: Import and Export Data from Datasources
Practice 5-1: Read and Write Data from and to CSV, Binary, XML & EXCEL
Practice 5-2: Read data from JSON File
Practice 5-3: Connect to MYSQL Database and Perform Database Operations
Quiz on Import and Export Data from Datasources
Data Visualization using R
Lesson 6: Data Visualization using R
Practice 6-1: Plot different types of Charts
Quiz on Data Visualization using R
Statistical Functions in R
Lesson 7: Statistical Functions in R
Practice 7-1: Creating Time Series Analysis with a Use Case
Practice 7-2: Compute Mean, Median and Mode for a Vector
Practice 7-3: Using Predict Function with Linear Regression
Practice 7-4: Creating Binomial Distribution considering a sequence
Quiz on Statistical Functions in R
Machine Learning in R
Lesson 8: Introduction to Machine Learning in R
Quiz on Machine Learning in R
