C S 12A - INTRODUCTION TO MACHINE LEARNING
- Recent Professors
- DANIEL KAUFFMAN, PAARAS CHAND, MICHELLE WU
- Recent Semesters
- Spring 2027, Winter 2027, Fall 2026, Summer 2026, Spring 2026
- Class Size
- 40 students
- Credits
- 4.5
- Prerequisite
- C S 3A .
- Spring 2027 Sections
- View Spring 2027 sections of C S 12A
- Transfers To
- CSU
- Description
- A survey of machine learning algorithms and modern packages. Includes models in supervised, unsupervised, and reinforcement learning. Explores the entire machine learning pipeline from dataset selection through model evaluation. Students will gain practical experience coding models, with less emphasis on math and theory.
- Usually Held
- Mon Wed 10:00am–11:50am