freeCodeCamp.org | End-to-End Machine Learning Project – AI, MLOps @freecodecamp | Uploaded September 2024 | Updated October 2024, 6 hours ago.
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: docs.google.com/document/d/108EMtdWOnXZp5UTKdHYrL9I95CUQf9FfABa1Wh-vEM8/edit

Code: drive.google.com/file/d/1svJ4fNJTkrgdESg15beoWk6L2ESLhUf-/view

Course developed by @AyushSinghSh