---
id: "b932"
language: "en"
library: "assets"
official_url: "https://madewithml.com/"
profile_updated_on: "2026-10-21"
---

# Made With ML

Project-based lessons connecting ML data preparation, training, testing, deployment and monitoring.

- Company / organization: Anyscale, Inc.
- Category: AI learning resources
- Official website: [https://madewithml.com/](https://madewithml.com/)
- Profile updated: 2026-10-21


## Overview

Created by Goku Mohandas and now part of Anyscale, Made With ML teaches production ML to developers with Python and ML basics. A project connects data preparation, training, evaluation, versioning, testing, serving and monitoring. Its repository supplies code, and setup distinguishes local and Anyscale environments. It is an engineering course, not a hosted AutoML product.

## Usage guide & costs

### Before you start

Lessons and code are public, and the companion repository states MIT. Cloud compute, accounts and third-party models have separate conditions. Check dependency versions; the repository license does not cover every external asset or model.

[Official details](https://madewithml.com/)
[Official details](https://github.com/GokuMohandas/Made-With-ML/blob/main/LICENSE)


## Official sources and references

- [Official website](https://madewithml.com/)
- [Documentation](https://madewithml.com/courses/mlops/setup/)
- [Documentation](https://github.com/GokuMohandas/Made-With-ML)
- [Documentation](https://github.com/GokuMohandas/Made-With-ML/blob/main/LICENSE)

## Reading & subscriptions

- [Interactive profile](../../../products/made-with-ml--b932.html)
- [Read](../../../read/en/products/made-with-ml--b932.html)
- [JSON](../../../read/en/products/made-with-ml--b932.json)

Descriptions summarize public information; consult official websites for features, pricing and regional availability.