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TIB Academy is one of the best training institutes for R Programming Training in Bangalore. We offers high quality R programming training at affordable training course fees. And we are doing both classroom training and live – online R programming training in Bangalore.

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Description

R is a powerful statistic-based, comprehensive programming language which acts as a tool to perform data analysis and statistical computing. It is used to examine the database records and its behavior by the effective data analytic operations such as data analyzation (cleaning), data visualization and data presentation (reporting). R is an open source tool which is primarily preferred by data scientists for its highlighting characteristics such as high performance and easy coding syntax(style). As R is an open source tool, most of the companies are now moving to R, compared to SAS, which is the licensed version. It is primarily utilized to generate reports using the existing data of all departments of tech company (Production, Sales, Marketing). Using these reports, we can predict the company’s current position and business revenue growth in market.
We start from basic data analytics and statistics concepts to make you strong in fundamentals.
All our R trainers at TIB Academy are certified and well qualified data analytics experts. So, we will help you with the best R certification training and exam preparation support. According to the students’ convenience, we schedule classroom and online training with affordable R training cost in Bangalore. So, comparing other centers, TIB Academy is a top class R training center in Marathahalli Bangalore offering R training in Bangalore with complete hands-on sessions and practical classes.
  • Affordable R course fees in Bangalore
  • Weekdays and weekend R classes in Bangalore
  • R live project guidance in Bangalore
  • Job-oriented R Programming coaching programs in Bangalore with placements
  • Flexible R Programming class timings and class duration in Bangalore
  • R Programming certification course in Bangalore for Developers
  • Different modes of R Programming training: Classroom training, Online training, Corporate training, and Fast-track training.
R Training

Key Features

Instructor Led Sessions

Instructor Led Sessions

Lifetime Access

Lifetime Access

Real Life Case Studies

Real Life Case Studies

24x7 Expert Support

24x7 Expert Support

Assignments

Assignments

Certification

Certification

Training Details

Introduction to R
  • What is R?
  • Why R?
Introduction to R What is R? Why R?
  • R environment
  • How to get help in R
  • R console and Editor
Understanding R data structure
  • Variables in R
  • Vectors
  • Matrices
  • List
  • Data frames
  • Using Cbind, Rbind, attach and detach functions in R
  • Importing data
  • Reading Tabular Data files
  • Reading CSV files
  • Importing data from excel
  • Access database
Saving in R data
  • Loading R data objects
  • Writing to files
  • Manipulating Data
  • Selecting rows/observations
  • Selecting columns/fields
  • Merging data
  • Relabeling the column names
  • Converting variable types
  • Data sorting
  • Data aggregation
  • Using functions in R
  • Commonly used Mathematical Functions
  • Commonly used Summary Functions
  • Commonly used String Functions
  • User defined functions
  • local and global variable
  • While loop
  • If loop
  • For loop
  • Arithmetic operations
  • Charts and Plots
  • Box plot
  • Histogram
  • Pie graph
  • Line chart
  • Scatter plot
Objective Test

Descriptive Statistics

  • Measures of Central Tendency,Shape,Variablity
  • Probability Distribution Function
  • Continuous PDF & Discrete PDF
  • Central limit Theorm

Inferential Statistics

  • Hypothesis testing
  • Usage of Hypothesis Testing
  • ANOVA

Regression Algorthim in R

  • Linear Regression(OLS)
Tree Algorthim in R
  • Decision Tree(CART & CHAID)
  • Random Forest(Bagging)
Classification Algorithm in R
  • Clustering( K-means)
  • Objective Test
  • Project
Dimension reduction/Naïve Bayes in R
  • Principal Component Analysis
  • Association Rule(Market Basket Analysis/Apriori)
  • Sentiment Analysis( Naïve-Bayes Approach)
  • Final Project
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Student Voice's

Best R Programming Training Institute in Bangalore  
Thakir   

TIB Academy gives best Machine learning with R training. Trainers are very good in provide training to students. Classrooms are enabled with free WiFi and projectors. They provide classroom training, online training and weekend training for machine Learning course. Classes are very interactive and practical. Training fee is affordable.