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SWE 4503

Engineering Machine Learning Systems

4 ch (3C 1T) · Undergraduate

Explore what it takes to develop and maintain production ready machine learning (ML) systems . Learn about the phases of the M L Op erations cycle, and key elements of the ML pipeline, including C ontinuous I ntegration , C ontinuous D evelopment & Deployment , and C ontinuous T esting . Investigate testing strategies, ML training and service architectures, and hardware needed for deep learning systems.

Prerequisites & course information

Prerequisite s : ( CS 1093 or CS 2613 ) , ( CS 2263 or ECE 3221 ) , and STAT 2593

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