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Supervised Learning with scikit-learn
Learn how to build and tune predictive models and evaluate how well they'll perform on unseen data.
Unsupervised Learning in Python
Learn how to cluster, transform, visualize, and extract insights from unlabeled datasets using scikit-learn and scipy.
Linear Classifiers in Python
In this course you will learn the details of linear classifiers like logistic regression and SVM.
Machine Learning with Tree-Based Models in Python
In this course, you'll learn how to use tree-based models and ensembles for regression and classification using scikit-learn.