Let's move on to decision trees, a very powerful machine learning technique that forms the basis of other machine learning algorithms, including random forests. In this module, you'll learn how to:
Dissect a decision tree and learn how scitkit-learn builds one
Optimize splits with Gini impurity
Prevent overfitting by using random forests
Let's move on to decision trees, a very powerful machine learning technique that forms the basis of other machine learning algorithms, including random forests. In this module, you'll learn how to: