June 11, 2019 Author:

Python is a very popular open-source programming language for machine learning. Its interactive programming environment and powerful data analysis capabilities make Python an ideal tool for machine learning.

This workshop will provide an introduction to machine learning with Python. We’ll cover classification, regression, clustering, ensemble learning, and deep learning. Finally, we’ll learn how to deploy these models to production.

By the end of this workshop, you’ll have the skills necessary to solve basic machine learning problems using Python.


Prerequisites

Please bring your own Windows laptop and complete Lab 0 to install all of the necessary software before the workshop begins.


Documents


Labs

Lab 0 – Hello WorldA
Lab 1 – R Language BasicsA
Lab 2 – ClassificationAB
Lab 3 – RegressionAB
Lab 4 – ClusteringAB
Lab 5 – ML in PracticeAB