Production ML Engineering: Packaging, APIs, and Testing

Production ML Engineering: Packaging, APIs, and Testing focuses on transforming machine learning models into reliable production systems. In this course, you will learn how to package, deploy, document, and test machine learning applications so they can operate reliably in real-world environments. You will begin by creating reusable Python packages that organize machine learning code into maintainable modules. Next, you will learn how to build production-ready machine learning APIs that allow models to be accessed by applications and services. The course also introduces best practices for cod…