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17-445 Machine Learning in Production

Machine Learning in Production (17-445/17-645/17-745) / AI Engineering (11-695) Spring 2025 CMU course that covers how to build, deploy, assure, and maintain software products with machine-learned models. Includes the entire lifecycle from a prototype ML model to an entire system deployed in production. Covers also responsible AI (including safety, security, fairness, explainability) and MLOps. For earlier offerings see websites for Fall 2019, Summer 2020, Fall 2020, Spring 2021  Spring 2022, Fa...

Read more at mlip-cmu.github.io

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