MLOps Learning Platform
47.3k 2026-04-14

GokuMohandas/Made-With-ML

A comprehensive educational platform for mastering the development, deployment, and iteration of production-grade machine learning applications.

Core Features

First principles understanding of ML concepts.
Implementation of software engineering best practices for ML.
Scalable ML workloads in Python.
Integration of MLOps components (tracking, testing, serving, orchestration).
Seamless transition from development to production with CI/CD.

Detailed Introduction

Made With ML is a leading educational resource designed to equip developers, data scientists, and product leaders with the practical skills needed to build reliable, production-grade machine learning systems. It bridges the gap between academic knowledge and industry expectations by focusing on first principles, best practices, scalability, and MLOps integration. The platform provides structured lessons and code examples to guide users through the entire ML lifecycle, from experimentation to deployment and continuous iteration, fostering a deep understanding of how to deliver value with ML responsibly.

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