MLOps explained | MLOps Tutorial | MLOps engineer | Why MLOps | Viswateja
Hello Everyone,
In this video, we will try to understand what is MLOPS for and a sample automated Machine Learning Model deployment.
Sample Model/prediction logic/Docker file: https://github.com/tejadata/mlops
MLOps automated deployment codes: https://github.com/tejadata/mlops/tre...
Slides used in the video: https://docs.google.com/presentation/...
00:00 - Intro
00:15 - Video Content
00:41 - Prerequisites
01:16 - ML LifeCycle
02:30 - ML Model deployment problems
04:01 - What is MLOPs
05:45 - MLOPS Culture
10:25 - Type of Deployment
11:30 - Deployment Architecture(lift and shift)
16:29 - Hands-on
Thanks,
Viswateja
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