DataCamp
FreeMachine Learning Operations (MLOps) - Rangarajan Vasudevan
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The weekly lectures cover MLOps from the basics through to deployment: DevOps compared with MLOps, data versioning, feature stores, CI/CD for machine learning, model lifecycle patterns and model serving.
Engineers who already build models and want to take them into production. Each week mixes lectures with hands-on labs, so have a Google Cloud setup ready if you want to follow the Vertex AI and Feast sessions as you go.
A 55-video playlist by IIT Madras - B.S. Degree Programme, about 23 hours 36 minutes of video in total.
Videos in this playlist include:
…and 30 more videos.
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