Build Real-World Machine Learning Project: Step-by-Step Guide using FastAPI, DVC & Poetry

Full text tutorial with code (requires MLExpert Pro): https://www.mlexpert.io/bootcamp/architect-your-ml-project

Building a real-world machine learning project can be daunting. How do you create a good pipeline and what tools should you use?
In this video, we'll build a real-world project to predict body fat percentage, utilizing tools like Poetry, DVC, and FastAPI. Learn to manage dependencies, version your data, tune hyperparameters with experiments, and serve predictions with a REST API, all while creating a reproducible pipeline.

Follow me on X: https://twitter.com/venelin_valkov …

api build building data dependencies dvc fastapi good learn machine machine learning pipeline poetry predictions project rest rest api serve tools video world