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Supervised Learning 1 - Linear Classifiers
In this workshop you'll learn all about using linear classifiers, specifically logistic regression and support vector machines, with scikit-learn. At the end of this workshop you'll know how to train, test, and tune these linear classifiers in Python. You'll also have a conceptual foundation for understanding many other machine learning algorithms.
Notebook - Linear Classifier
Python Notebook that was used in the workshop. The .zip also contains pictures that need to be placed in the same folder as the notebook.