MAST 638 - Machine Learning for Marine Science

Credit(s): 3

MACHINE LEARNING FOR MARINE SC
Component: Lecture
This course aims to offer a timely introduction to Machine Learning (ML) concepts, tools, and applications in Marine Science, with focuses on (1) the implementation of ML algorithms using Python, (2) the commonly used ML models (e.g., supervised and unsupervised) in Marine Science, and (3) ML model interpretation and evaluation.
Repeatable for Credit: N Allowed Units: 3 Multiple Term Enrollment: N Grading Basis: Student Option
PREREQ: Basic background in data statistics, STAT475. COREQ: MAST 627 or MAST 646 or MAST 602 or MAST 637 .

Course Typically Offered: Fall