machine-learning-zoomcamp

Why we included this project

The Machine Learning Zoomcamp is a free, four-month course, and this repository is its home base: syllabus, video lectures, homework, and the cohort schedule all live here. It moves from regression and classification through decision trees and deep learning, then shows how to run those models in production with Docker, FastAPI, Kubernetes, and AWS Lambda. Each week pairs a Jupyter notebook with a recorded lecture and an assignment, so you can follow along on your own or join a live cohort with deadlines. For developers and analysts who already know some Python, this is a practical path into ML engineering without the cost of a bootcamp. Since the notebooks and deployment examples sit in the repo, teams can also lift individual weeks out as reference for their own projects.