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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 (opens in a new tab) introductory series or equivalent knowledge.

Workshop materials: https://github.com/dlab-berkeley/Python-Machine-Learning-Fundamentals (opens in a new tab)

Software Requirements: Installation Instructions (opens in a new tab)

Is Python Not working on your laptop?
Attend the workshop anyway, we can provide you with a cloud-based solution (opens in a new tab) until you figure out the problems with your local installation.

Feedback: After completing the workshop, please provide us feedback using this form (opens in a new tab)

Questions? Email: dlab-frontdesk@berkeley.edu (opens in a new tab)

Date & Time

Date:
February 21, 2024
Time:
9:00am - 12:00pm

Location

Online via Zoom

Organizer

D-Lab

Event Category

Event Categories:
Professional Development Events