End-to-End Machine Learning Project – AI, MLOps

Channel:

freeCodeCamp.org

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10,700,000

Published on September 25, 2024 2:27:53 PM ● Video Link: https://www.youtube.com/watch?v=o6vbe5G7xNo

Duration: 0:00

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This End-to-End Machine Learning course will help you with core concepts and advanced MLOps integration.

You will learn how to:
✨ Conduct thorough EDA to craft compelling data narratives.
✨ Engineer features with a deep understanding of why and how.
✨ Implement a single model with rigorous testing and validation.
✨ Write scalable, defensive, and readable code using design patterns.
✨ Integrate MLOps with tools like ZenML & MLflow for experiment tracking and deployment.

Before starting this project, read this initial doc: https://docs.google.com/document/d/10...

Code: https://drive.google.com/file/d/1svJ4...

Course developed by ‪@AyushSinghSh‬