Python Fundamentals for MLOps

Python is the working language of machine learning operations. This course bridges the gap between general programming and MLOps-specific practice: you'll move from core Python concepts through data manipulation with Pandas and NumPy to containerizing models and automating deployments with GitHub Actions.

What sets this apart is its focus on the operations side. Rather than stopping at analysis, you'll learn how to structure code, test it rigorously, and integrate it into production workflows—essential skills when your code runs on a schedule or responds to real data streams.

Best for beginners with some programming experience or students entering MLOps roles. Hands-on exercises keep the pace practical, and the project-based structure means you'll build working examples of the automation and data flow patterns you'll encounter in production.