CSE 151A: Machine Learning - Learning Algorithms

Jun 23, 2025 · 1 min read
courses

Course Overview

CSE 151A: Machine Learning - Learning Algorithms is an undergraduate course in the Computer Science and Engineering Department at UC San Diego.

Topics Covered

  • Supervised learning algorithms
  • Decision trees and random forests
  • Support vector machines
  • Neural networks
  • Deep learning fundamentals
  • Model evaluation and validation

Offering Schedule

  • Winter 2024, Summer 2024, Fall 2024 (Instructor of Record)
  • Summer 2025 (Instructor of Record)
Machine Learning Algorithms Computer Science
Edwin Solares
Authors
Edwin Solares (he/him)
Executive Director, ESB AI Lab Corporation
Executive Director of ESB AI Lab Corporation, a 501(c)(3) nonprofit advancing research in AI, machine learning, computer vision, and genomics. Previously a Lecturer at UC San Diego. My research harnesses AI and bioinformatics for food security and species conservation. Published in Nature Plants, PNAS, Genome Research, and G3 (h-index: 7).