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This workshop introduces students to scikit-learn, the popular machine learning library in Python, as well as the auto-ML library built on top of scikit-learn, TPOT. The focus will be on scikit-learn syntax and available tools to apply machine learning algorithms to datasets. No theory instruction will be provided.
Prerequisites: D-Lab’s Python Fundamentals introductory series or equivalent knowledge.
Workshop materials: https://github.com/dlab-berkeley/Python-Machine-Learning-Fundamentals(link is external)
Software Requirements:Installation Instructions(link is external) for Python Anaconda
Date & Time: This online workshop is a 2-part series running from 2pm-5pm each day:
• Monday, October 2 • Wednesday, October 4