Detailed Course Information |
Fall 2024
Nov 12, 2024 |
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 | Click the Schedule Type to find available offerings of the course on the Schedule of Classes. |
| DEF 4640P - Machine Learning Ops |
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Dive into the dynamic world of Machine Learning Operations (MLOps) by understanding the core pillars: Infrastructure, Automation, and Pipelining. From contrasting cloud and on-premise solutions to understanding the power of Active Learning in modern MLOps, we've got you covered. Delve into advanced topics like the impact of Large Language Models (LLMs) and the nuances of Federated Learning. Plus, discover how DevOps integrates with MLOps using popular tools like Docker and Kubernetes. Round off your learning with a deep dive into Model Delivery, Testing, and real-world case studies. Stay ahead in the AI and ML realm by understanding both current MLOps practices and future tRENDS.
1.400 Continuing Education Units 14.000 Lecture hours Syllabus Available Grade Basis: Z GTRI Electronic Sys Lab ELSYS Division Professional Education Department Course Attributes: Electromagnetic Warfare, Cybersecurity, Autonomous Intelligent Systems |
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