Machine Learning

A.S. Degree Computer Science · Santa Ana College · 2026-2027 Catalog

Program Code: SAC.CMPML.AS

Program Control Number: 45021

The Machine Learning program is designed to provide students with a comprehensive understanding of the principles, algorithms, and applications of machine learning. Through a combination of theoretical coursework and practical hands-on projects, students will develop the skills necessary to analyze large datasets, build predictive models, and extract meaningful insights from data. Our program aims to prepare students for careers in fields such as data science, artificial intelligence, and machine learning engineering.

Learning Outcome(s):

  1. Understand Machine Learning Concepts
  2. Develope Predictive Models
  3. Evaluate Model Performance
CourseTitleUnits
Required Courses30
CMPR 112Java Programming3
CMPR 114Python Programming3
CMPR 115Python for Data Analytics3
CMPR 158Intro to Artificial Intelligence3
CMPR 113Advanced Java3
CMPR 168MS SQL Database Development3
CMPR 159Intro to Machine Learning with Python3
CMPR 160Intro to Deep Learning, Neural Networks with Keras and PyTorch3
CMPR 213C# Programming3
CMPR 247Windows Server Operating System3
Total30

View in the original catalog

Machine-readable: Markdown · JSON