MLPy Live Module 2 : Supervised Machine Learning

<div class="unit-desc"> <ul> <li>Regression Analysis and Simple Regression</li> <li>Multiple Regression and Multi-collinearity</li> <li>Logistic Regression Model Building</li> <li>Decision Trees</li> <li>Information gain</li> <li> Over-fitting</li> <li>Pruning</li> <li>Model Validation and Selection</li> <li>Bias Variance Trade-off</li> <li>Feature Engineering</li> </ul> </div>