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Machine Learning Using R Training in Bangalore

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  • Date Posted

    January 30, 2017

Machine Learning Using R Training in Bangalore

Our Machine Learning using R Training in Bangalore aims to teach the complete Data Warehousing Concepts in a easier way. We are the Best Machine Learning using R Training Institute in Bangalore in-terms of syllabus and expert teaching. We are covering almost all the transformations which is required for companies in Informatica.

Machine Learning using R Training Syllabus:

Introduction to R

  • What is R?
  • Why R?
  • Installing R
  • R environment
  • How to get help in R
  • R console and Editor
  • R Studio
  • Variables in R
  • Scalars
  • Vectors
  • Matrices
  • List
  • Data frames
  • Using c, Cbind, Rbind, attach and detach functions in R
  • Factors

Data Processing using R

  • Reading Data
  • Writing Data
  • Slicing of Data
  • Merging Data
  • Apply functions

Programming in R

  • If
  • For
  • While
  • Repeat
  • Break
  • Return
  • Functions
  • Name matching of arguments

Graphics Using R

  • Box plot
  • Histogram
  • Pareto charts
  • Pie graph
  • Line chart
  • Scatterplot
  • Developing graphs

Machine Learning

  • Simulation (Sampling from Probability Distributions)
  • Supervised and Unsupervised Learning
  • Regression
  • Prediction
  • Forecasting
  • Dimension reduction (Principal Component Analysis)
  • Decision Tree
  • Anomaly Detection in data
  • Data clustering (k-means)
  • Classification (k- nearest neighbor)
  • Classification (Support Vector Machine)
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