Introduction to Machine Learning

This course builds an essential toolkit for anyone starting out in ML or data science. Foundational issues in this area, such as cross-validation and the bias-variance trade-off, are covered with a focus on the intuition behind their use. This course also explores the principal techniques that any machine learner or data scientist should know including logistic regression, decision trees, classification, and clustering.

Participants are expected to be familiar with Python fundamentals, with basic statistics knowledge being helpful but not required.

Details

Dates: March 30- May 11
Schedule: Wednesdays 6-9pm
Location: Online
Instructor: Sridevi Pudipeddi
Continuing Education Units: 2
Cost: $995 or $746.25 for USF students and alumni

Introduction to Machine Learning, Certificate

101 Howard St. Suite 500
San Francisco, CA 94105
Hours

Mon-Fri, 9 a.m. - 5 p.m.