Machine Learning
Foundations of Gradient Boosting
You'll start by building a single decision tree, then see how combining trees in a Random Forest improves results. Finally, you'll learn the sequential approach of Gradient Boosting, building and tuning your first powerful boosting model.
Numpy
Pandas
Python
Scikit-learn
4 lessons
13 practices
1 hour
Coding and Data Algorithms
Course details
Building Your First Tree
Loading Real World Banking Data
Getting to Know Your Data
Preparing Data for Machine Learning
Training Your First Decision Tree Model
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