R Training in Chennai

Learn R Training in Chennai at FITA – No 1 R Training Institute in Chennai. Call 98417-46595 for more details.

R programming language is one the most powerful tool for computational statistics, visualization and data science. Data scientists and statisticians use R for solving many complex problems in their industry. R is extensively used in companies like Bing, Google, Facebook, Twitter, Uber, FDA, Ford and Lloyd’s. As R is used in various domains like Social media companies, Banks, Insurance companies, Car manufacturers like Ford, R is one of the most sought data analytics skill that is in high demand.

R Analytics course at FITA is aimed at mastering you in R programming language.

COURSE OBJECTIVE:

By the end of the training Students will:

  • Understand programming fundamentals of R language
  • Understand and Master various data import methods in R
  • Understand and Master Data Manipulation in R
  • Create visualizations and Plots using R
  • Understand and Implement Linear Regression
  • Master k-means clustering algorithm and perform Text Analysis
  • Understand and Master Machine Learning concepts
  • Real-time implementation of R on a live project and provide Business Insights

TARGET AUDIENCE: Professionals and Students looking to enter the Data Science industry

COURSE AGENDA:

Introduction to Analytics:

  • Understanding Business Analytics
  • Other Popular Business Analytics tools Vs R
  • R and it’s applicaitons

Getting Familiar with R Environment:

  • R Installation
  • Learn the use of IDE R Studio
  • GUIs for R
  • Using R help Features
  • R Community

Mastering R Programming:

  • Datatypes and Operators in R
  • Arithmetic, Relational, conditional and Logical Operators
  • Conditional Statements in R
  • Loops in R
  • Scan() Function
  • R Built in Functions: seq(), cbind (), rbind() and merge()
  • Summarizing Data: str(), class(), length(), nrow() and ncol()
  • Inspecting Data: head() and tail()
  • Running R

Data Manipulation in R:

  • Data Cleaning Techniques
  • Practical problems during Data Cleaning
  • Data Inspection Functions
  • Application of functions: grepl(), grep(), sub() and Coerce the data
  • apply() functions

Data Importing in R:

  • Introduction to Data import and different source formats
  • Importing data from spreadsheets
  • Importing text files into R
  • Understanding Web Scraping

Data Visualization in R:

  • Understanding on Data Visualization
  • Graphical functions in R
  • Creation of charts
  • Bar charts
  • Pie charts
  • Histograms
  • Line Charts
  • Box Plots
  • Heat Maps
  • Word Clouds

Data Mining:  Machine Learning

  • Understanding Data Mining
  • Introduction to Machine Learning
  • Supervised and Unsupervised Machine Learning Algorithms
  • K-means Clustering

Advanced Data mining and Machine Learning:

  • Association Rule Mining
  • Regression
  • Hierarchical Clustering
  • Decision Trees and it’s classification
  • Algorithm for creating Decision Trees
  • Greedy Approach
  • Random Forest

Live Project:

  • Project 1 – Business insights: Real-time implementation of R on a live project and provide Business Insights
  • Project 2 – Twitter Sentiment Analysis: Fetch, extract and data mine real-time data from twitter and provide sentiment analysis

Looking for R Training in Chennai? Join FITA and Get Trained from the Data Science Experts! R Training Chennai at FITA is rated as the best by Professionals!

R Training


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