get app

    R Programming - R Language for Absolute Beginners

    BY
    Udemy

    Brochure Enquire
    Mode

    Online

    Fees

    ₹ 3099

    Quick Facts

    particular details
    Medium of instructions English
    Mode of learning Self study
    Mode of Delivery Video and Text Based

    Course and certificate fees

    Fees information
    ₹ 3,099
    certificate availability

    Yes

    certificate providing authority

    Udemy

    The syllabus

    Course Intro

    • Welcome!
    • Course Materials

    Installing R and R Studio

    • Installing R
    • Installing R Studio
    • Basic Questions about R

    Introduction - Basics Operations in R

    • [Slides] - R as a Calculator and Vectors
    • Using R as a Calculator - Simple Calculations
    • Using R as a Calculator - Functions
    • R as a Calculator - Quiz
    • Practical Exercises - Time to test your skills!

    Vectors and the Environment

    • Creating Vectors and Knowing the Environment
    • Vector Indexing and Slicing
    • Calculations with Vectors
    • More Functions and Dealing with Unexpected Values
    • Comparison Operators
    • Vectors Names Property
    • Modifying Vector Elements
    • Comparing R with Excel and SQL
    • R Vectors and the Environment
    • [TUTORIAL] - Completing and Debugging Coding Exercises on Udemy Platform
    • Vectors Coding Exercise
    • Practical Exercises - Time to test your skills on Vectors!

    R Data Types

    • [Slides] - R Data Types
    • Underlying Data Types and Types at the Class Level
    • Checking Data Types of Objects
    • Converting Data Types
    • Introduction to Factors
    • Dealing with Dates
    • R Data Types
    • R Data Types Coding Exercise
    • Practical Exercises - Time to test your skills on Data Types!

    R Arrays

    • [Slides] - Arrays and Matrixes
    • Creating Arrays
    • Indexing and Modifying Arrays
    • Array Operations
    • Array Dimnames Property
    • Combining Arrays
    • Arrays - Quiz
    • R Arrays - Coding Exercise
    • Practical Exercises - Time to test your skills on Arrays!

    Matrixes

    • Creating Matrixes
    • Matrix Operations
    • Matrixes - Quiz
    • R Matrixes - Coding Exercise
    • Practical Exercises - Time to test your skills on Matrixes!

    Data Frames - Introduction

    • [Slides] - Data Frames & Lists
    • Creating a Data Frame
    • Indexing and Modifying Data Frames
    • Expanding Data Frames
    • Removing Elements from Data Frames
    • Data Frames Questions
    • R Data Frames - Coding Exercise

    R Lists

    • Creating Lists
    • List Indexing
    • Changing and Adding elements to Lists
    • Deleting List Elements
    • Combining Lists
    • Lists Questions
    • R Lists - Coding Exercises
    • Practical Exercises - Time to test your skills on Lists!

    Course Break

    Libraries

    • Installing Libraries
    • Loading Libraries
    • Libraries Questions

    Working with Data Frames

    • Introduction
    • Inspecting Data Frames
    • Filtering Data Frames
    • Creating New Columns in a Data Frame
    • Apply Family
    • New Column with Sapply
    • Aggregating and Sorting
    • Merging Data Frames
    • Extra - Merging Data Frames using a SQL-Like Library
    • Plotting Overview (Base R)
    • GGPlot 2 Overview
    • Working with Data Frames Questions
    • Working with Data Frames Coding Exercises
    • Practical Exercises - Time to test your skills on manipulating Data Frames!

    Loading External Data

    • Exploring Working Directories
    • Loading CSV Files
    • Loading Excel (xls|xlsx) Files
    • Loading data from a MySQL Database

    Real World Data Frames Analysis - Walmart Data

    • Introduction
    • Loading the Data
    • Extracting the Number of Rows
    • Checking the First Rows
    • Counting Rows by Store
    • Converting to a Data Frame
    • Extracting the Store with most Rows
    • Summing up the Total Sales by Store
    • Modifying Column Names
    • Plotting Total Sales per Store
    • Extracting the Mean of every Column
    • Creating a New Column
    • Plotting the Sales by Date for a Specific Store
    • Using Ggplot to Enhance the Sales Plot
    • Plotting the Sales By Date for Multiple Departments

    Working with Excel Files

    • Reading the Crime Data Excel File
    • Setting Column Names
    • Building a Pipeline and Dropping Null Values
    • Preparing Row Names
    • Drop Columns
    • Convert Data to Numeric
    • Assigning Row Names
    • Automating Column Selection
    • Hardcoded Selection vs. Automated (Rule Based) Selection
    • Aggregating Data and Bar Plotting
    • Creating a Data Pipeline Exercise

    Functions

    • Functions - Intro
    • Functions - Arguments
    • Functions - Control Flow - Loops
    • Functions - Control Flow - If Statements
    • Functions - Control Flow - While Loops
    • Functions - Working with Data 1
    • Functions - Working with Data 2
    • Functions Questions
    • Coding Exercise - Functions and Vectors
    • Coding Exercise - Functions 2
    • Coding Exercise - Functions and DataFrames

    Statistics Overview

    • Visualizing Data Distributions
    • Mean and Median
    • Mode
    • Comparing Distributions
    • Spread of a Data Distribution
    • Boxplots
    • Detailed Feedback

    [Course Overview] - R for Data Science

    • R for Data Science Course Preview
    • Training a Linear Regression Using R
    • Training a Decision Tree using R

    Course Ending

    • Where to go from here - Learning Paths after Learning R
    • Bonus Lecture - Other Courses
    • Final Notes

    Trending Courses

    Digital Marketing Courses Fashion Design Courses Data Science Courses Interior Design Courses Graphic Designing Courses Cyber Security Courses Nursing Courses Tally Courses Data Analysis Courses Web Designing Courses Artificial Intelligence Courses Ethical Hacking Courses Free Digital Marketing Courses And certifications Free Artificial Intelligence Courses And Certifications Free Data Analysis Courses And Certifications Free Cyber Security Courses And Certifications Free Data Science Courses And Certifications Free Cloud Computing Courses And Certifications Free Python Courses And Certifications Free Fashion And Textiles Courses And Certifications Free Graphic Designing Courses And Certifications Free Web Designing Courses And Certifications

    Popular Courses

    General Management Courses Public Health Courses Teaching and Education Courses Financial Management Courses Web Development Courses Mathematics Courses Cyber Security Courses Data Science Courses Programming Courses Digital Marketing Courses Leadership Courses Mechanical Engineering Courses Explore all courses

    Popular Platforms

    upGrad Courses Udemy Courses Edx Courses Coursera Courses Swayam Courses Futurelearn Courses Mindmajix Technologies Courses Vskills Courses IIT Kharagpur Courses Emeritus Courses IIT Madras Courses MSBM Courses Explore all platforms

    Learn more about the Courses

    10 Reasons to Enrol Yourself in a Digital Marketing Course 8 Must-Have Skills for AWS Cloud Architects Planning to Upskill Yourself? Enrol for a Program in Data Science 25+ Tips for Improving Your Graphic Design Skills Top Universities in India Offering Cyber Security Courses 15+ Courses for Learning Data Mining How to Make a Career in the Field of Artificial Intelligence Top 10 Benefits Of Holding A Certification In Business Intelligence Which are the best certification courses for Photography in India A Beginner's Guide to Pursue Python Programming Want to Pursue a Career in Blockchain Technology? Here is all that you need to Know How Entrepreneurs Can Use Machine Learning to Make their Business Successful? The Scope of Artificial Intelligence in India Top 10 Online Courses for Travel Lovers 10 Best Certification Courses After Hospital and Healthcare Management
    Providers
    Close

    Download the Careers360 App on your Android phone

    Regular exam updates, QnA, Predictors, College Applications & E-books now on your Mobile

    Careers360 App
    150M+ Students
    30,000+ Colleges
    500+ Exams
    1500+ E-books