Machine Learning

DSC 232R: Big Data Analytics Using Spark

Graduate course teaching distributed computing and machine learning at scale using Apache Spark.

CSE 150A: Introduction to AI - Probabilistic Reasoning

Undergraduate course covering probabilistic approaches to artificial intelligence and machine learning.

DSE 220: Introduction to Machine Learning

Graduate course providing foundations of machine learning for data science professionals.

CSE 151A: Machine Learning - Learning Algorithms

Undergraduate course on machine learning algorithms and their applications.

Open-Source Computer Vision Framework

Democratizing AI by developing accessible computer vision tools for non-expert users.

AI-Assisted Sturgeon Sex Determination

Developing computer vision and machine learning approaches for non-invasive sex determination in sturgeon aquaculture. Active USDA NIFA grant (~$465K).

Automated Phenotyping of Perennial Food Crops

Developing AI-driven computer vision systems for high-throughput phenotyping of avocado and other perennial crops. USDA NIFA subaward (~$86K).