R Programming Training in Chennai

We are providing best R programming training in Chennai with experienced professionals. Our R training syllabus very depth and carrier oriented. Using this course you can learn fundamental of R and how to apply R programming on Statistical Analysis, Graphs and Reporting.

R is free tool under GNU license for statistical analyis, machine learning and reporting. It providing very rich features for analyis and this tool widely using many leading organizations. Using R tool features can write efficient data handling utilities and data analysis applications.

Orange TechnoMind providing the real-time and placement focused R training in Chennai, This course syllabus covers basic to advanced level and it helps to get the placement in any MNC companies. We designed R training syllabus based on industry standard.

Using this course, you learns fundamental of R Programming, Data Structure, Basic Statistics, Time-Series, Graphs and features. And also you learn best practices to follow while writing the code and elaborate discussion with third-party R packages.

Audience

R Programming is designed for Developers, Data Scientist, Job Seekers and IT professionals who want to learn Data Science or Machine Learning using R language.

R Programming Syllabus

Orange Techno mind Introduction to R

  • What is R Programming?
  • Why use R?
  • Download and Installing R on OS
  • Verify the Installation
  • Understanding on Standard Command Packages and Extra Packages
  • Install Extra Packages
  • Loading Packages
  • Environment Setup for R
  • getting help in R
  • R console and Editor

Orange Techno mind Basics on R

  • Working with Variables in R
  • Vectors
  • Basic Statistics
  • Sequences
  • Matrices
  • List
  • Arithmetic Operation on Vector
  • Data frames
  • Factors
  • Working with Functions
  • Loop statements FOR, WHILE, IF
  • Logical Operators on R
  • Working with Strings and Dates

Orange Techno mind Working with Input and Output

  • How to get input from Keyboard or User
  • Write data on Output Screen and Redirect to File
  • How to Read and Write data from excel
  • Importing data from SAS / Tabular Data File
  • How to Accessing database
  • Save Data to Transporting Objects

Orange Techno mind Working with Data Structure

  • Overview of Data Structure
  • Depth understanding on Vector, List, Scalars, Arrays, Factors, Data Frames
  • Manipulation data using Data Structure
  • Explain on Recycling Rule
  • Initializing Data Frame from Column and Row

Orange Techno mind Basic Statistics

  • Understanding on Statistics
  • How it helps for Data Analysis
  • Statistics using R
  • Descriptive Statistics
  • Generating Frequency tables
  • Different Types of Correlations
  • Explain on T-tests
  • Explain on Regression
  • OLS Regression
  • Logistic Regression
  • Poisson Regression
  • Corrective Measures
  • Analysis of Variance
  • Explain on ANOVA Models
  • One-way and Two-way factorial ANOVA

Orange Techno mind Working with Time Series

  • Overview of Time Series
  • Create Time-Series Objects
  • Explain on forecasting models
  • Exponential forecasting models
  • ARIMA forecasting models

Orange Techno mind Working with Graphs

  • Overview of Graphs on R
  • How to Write Bar Plots using R
  • Pie Charts
  • Dot Plots
  • ggplot2 package
  • Axes
  • Themes
  • Saving Generating Graphs
  • Faceting

Orange Techno mind R Package

  • Overview of Package
  • Explain on Source Packages, Bundled Packages, In-Memory Packages
  • Create Package
  • Package Components
  • Explain on Package Metadata
  • Namespace
  • Create documentation for package
  • Building the Package

Orange Techno mind Case Studies and Best Practices on R