Machine Learning with Python

What Will You Learn?

• 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