Machine Learning with R

Machine learning is a field which involves in transforming raw data into data of actionable knowledge. The prominence of R language is increasing day by day as it is a cross platform and a zero cost statistical tool. Machine learning with R offers a powerful set of methods for quick and easy access of data.

• Contents
  • Correlation
  • Simple Regression
  • Logistic regression
  • What is segmentation
  • What is a Decision tree
  • Tree validation
  • Over fitting and Under fitting
  • Cross validation
  • Boot strapping
  • Neural networks
  • SVM
  • Random Forest algorithm
  • Boosting
• After the Completion of This Course, one will have a good hands on machine learning with R programming. R will make the various machine learning technique more simpler.