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    R Level 1 - Data Analytics with R

    BY
    Udemy

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    Mode

    Online

    Fees

    ₹ 2699

    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
    ₹ 2,699
    certificate availability

    Yes

    certificate providing authority

    Udemy

    The syllabus

    Introduction - The Very Basics of R

    • R Level 1 Intro
    • Download R and RStudio
    • RStudio Orientation
    • The Structure of the R Ecosystem
    • R Help Features
    • R Basics Script
    • Using the R Functions
    • R Exercises
    • Three Common Mistakes of R Beginners
    • Your First Lines of R
    • Using Some Basic Functions
    • Exercise and Solutions - Basic Coding
    • R Dataset and Dataframes
    • Basic Graphics in R 1
    • Basic Graphics in R2
    • Exercise and Solutions - Basic Graphs
    • Thoughts on Learning R

    Theoretical Background

    • Operators in R
    • Operators Script
    • Object Types
    • Object Types Script
    • Data types
    • Data types script
    • Random number generation
    • Exercise random number generation
    • Solution random number generation
    • Random number generation script
    • Export/Import of Excel files
    • Data export/import script

    Creating Objects

    • Matrices part 1
    • Matrices part 2
    • Exercise matrices
    • Solution matrices
    • Matrices script
    • Lists in R
    • Exercise and solution Lists in R
    • Lists script
    • Data Frames part 1
    • Data Frames part 2
    • Factors
    • Exercise and solution Data Frames
    • Data frames script
    • Factors script

    Functions in R

    • Intro to Functions in R
    • Open ended functions
    • Ifelse statement and summary
    • Exercise and solution functions
    • Functions script
    • Functions Script txt

    Loops

    • Introduction to loops and If statement
    • For loop
    • While loop
    • Repeat loop and loop summary
    • Exercise and solution loop part 1
    • Exercise and solution loop part 2 - hard
    • Loop script

    Apply family

    • Introduction to the apply family
    • Tapply and the by command
    • Eapply, sapply, lapply
    • Vapply, replicate, mapply
    • Rapply and summary
    • Apply family exercises
    • Apply family solutions
    • Apply family script

    Graphs in R

    • Graphs in R
    • Graphical parameters
    • Boxplots
    • Exporting graphs
    • Exercise boxplots
    • Solution boxplots
    • Piecharts
    • Histograms
    • Exercise and solution histograms
    • Advanced scatterplots and legends
    • Exercise and solution scatterplots
    • Graphs script

    Advanced Topic - Working with Strings

    • Working with Strings - Introduction
    • Working with Strings - gsub
    • Working with Strings - gsub advanced
    • Regular Expressions Overview
    • Working with Strings - Library Stringr
    • Exercise and Solution: Strings in R
    • Code Section: Strings

    Using the R Commander GUI

    • R Commander Intro
    • Installation Hints
    • Getting Data into RCmdr
    • Modeling with RCmdr

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