Machine Learning using R

  • Understanding Data and Exploration

  • Support Vector Machines

  • Numeric Prediction using Regression

  • Numeric Prediction using Regression Trees and Models

  • Neural Networks

  • Navie Bayes Classification

  • k Nearest Neighbour Algorithm for Classification

  • Introduction to Machine Learning

  • Evaluating Model Performances

  • Data Classification using Decision Trees

  • Cluster Analysis

  • Classification using Rules