Data Science Certification Training - R Programming

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Data Science Certification Training - R Programming

Fees in INR: 11,900/-
Fees in $: 166.65/-

R is a powerful language used widely for data analysis and statistical computing. It was developed in early 90s. Since then, endless efforts have been made to improve R’s user interface.


Expectations and Goals

This Data Analytics withR course dives into the basics of Analytics using an approachable, and well-known, programming language i.eR. You’ll learn about Predictive Modeling, look into how Statistical Modeling relates to data analytics.


Course Materials


Optional Materials

  • Internet Connection

  • Course Syllabus


    Basics of R Programming for Data Science

    Why learn R ?

    How to install R / R Studio ?

    How to install R packages ?

    Basic computations in R


    Essentials of R Programming

    Data Types and Objects in R

    Control Structures (Functions) in R

    Useful R Packages


    Exploratory Data Analysis in R

    Basic Graphs

    Treating Missing values

    Working with Continuous and Categorical Variables


    Data Manipulation in R

    Feature Engineering

    Label Encoding / One Hot Encoding


    Predictive Modeling using Machine Learning in R

    Linear Regression

    Decision Tree

    Random Forest



    Exam Schedule

    After the Completion of All Modules of Training


    Project

    For free demo classes please register