Скачать или смотреть 3.2. Paradigms - MLOps Coding Course

This video breaks down the core programming paradigms essential for building production-ready MLOps systems. It starts by tackling the "production wall"—why notebook code often fails in a live environment—and introduces four key mental models for coding: procedural, object-oriented, functional, and declarative programming. The video provides a clear pros-and-cons comparison for each paradigm, helping you decide which tool is right for the job. It then reveals how the most robust MLOps systems use a powerful hybrid approach, combining the structure of Object-Oriented Programming (OOP) with the discipline of Functional Programming (FP). By the end, you will have a practical checklist for writing code that is clean, trustworthy, and ready for production.