Machine Learning with Python

Describe the various types of Machine Learning algorithms and when to use them  Compare and contrast linear classification methods including multiclass prediction, support vector machines, and logistic regression  Write Python code that implements various classification techniques including K-Nearest neighbors (KNN), decision trees, and regression trees Evaluate the results from simple linear, non-linear, and multiple regression on a data set using evaluation metrics