ECE department

ECE 175A. Elements of Machine Intelligence: Pattern Recognition and Machine Learning (4 units)

Link to catalog page: https://catalog.ucsd.edu/courses/ECE.html#ece175a

Description

Introduction to pattern recognition and machine learning. Decision functions. Statistical pattern classifiers. Generative vs. discriminant methods for pattern classification. Feature selection. Regression. Unsupervised learning. Clustering. Applications of machine learning. Prerequisites: ECE 109 and ECE 174.

Prerequisite courses

Successor courses

ECE 175A is a prerequisite of the following 6 courses:

• COGS 118A
• COGS 118B
• COGS 181
• COGS 182
• CSE 151B
• ECE 175B