Machine Learning Operations with Google Cloud Platform (MLOps with GCP)

Machine Learning Operations bridges two worlds: data science (building models) and software engineering (keeping them running). This GCP-focused program teaches you the engineering skills data scientists often lack: deploying models at scale, monitoring them in production, updating them without breaking the pipeline.

You'll learn data engineering skills that make data science possible, automation that keeps models fresh, and the platforms (GCP, SageMaker, MLflow) that turn research into real systems. If you're tired of notebooks that work great on a laptop but fail in production, this course fixes that gap.