Machine Learning with Python

Overview

What you’ll learn

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