CSE 151A: Machine Learning - Learning Algorithms
Jun 23, 2025
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1 min read
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)
Authors
Edwin Solares
(he/him)
Lecturer in Computer Science & Data Science
I am a computational biologist and data scientist bridging artificial intelligence,
evolutionary genomics, and climate-resilient agriculture. My research leverages
cutting-edge machine learning and bioinformatics to address global food security
challenges in the face of rapid climate change. With publications in high-impact
journals including Nature Plants, PNAS, and Genome Research (h-index: 7), I develop
tools and methods that advance both computational science and real-world applications.