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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.
Case Study: School Budgeting with Machine Learning in Python
Learn how to build a model to automatically classify items in a school budget.
Introduction to Deep Learning in Python
Learn the fundamentals of neural networks and how to build deep learning models using Keras 2.0.