Hugging Face Agents Course vs 
Made With ML
Hugging Face Agents Course vs Made With ML compared for 2026 — features, license, ease of use, performance and which one to choose. Build AI agents, properly vs From notebook to production system.
Updated regularly · curated by OpenSourceAI.tech
Hugging Face Agents Course vs Made With ML at a glance
| Spec | Hugging Face Agents Course | Made With ML |
|---|---|---|
| Category | Learn AI & machine learning | Learn AI & machine learning |
| Type | Course | Course (MLOps) |
| License | Apache-2.0 | MIT |
| Runs locally | Yes | Yes |
| Primary language | Python | Python |
| Ease of use | Intermediate | Intermediate |
| Best for | building agents beyond a demo | the gap between a notebook and production |
| GitHub stars | 30k | 48.7k |
How Hugging Face Agents Course and Made With ML score
| Criterion | Hugging Face Agents Course | Made With ML |
|---|---|---|
| Popularity | 3.5 | 4.0 |
| Maintenance | 5.0 | 4.0 |
| Ease of use | 3.5 | 3.5 |
| Privacy | 5.0 | 5.0 |
| License freedom | 5.0 | 5.0 |
Scores are computed automatically from public signals — GitHub stars (popularity), recent commit activity (maintenance), license type (freedom), local-first design (privacy) and onboarding complexity (ease of use). Indicative, not a verdict.
What each one is
Hugging Face Agents Course
Hugging Face's course on AI agents: tool use, planning, multi-agent systems and evaluation — with hands-on units and a final project.
- One of the few serious courses on agents
- Covers evaluation, which most tutorials skip
- Free certification at the end
Made With ML
Goku Mohandas' course on taking ML from a notebook to a reliable production system: testing, CI/CD, monitoring, and the engineering most courses ignore.
- Covers the engineering that courses skip
- Testing, CI/CD and monitoring for ML
- Written by a practitioner, not an academic
Key differences
Hugging Face Agents Course is course, while Made With ML is course (MLOps). Their licenses differ (Apache-2.0 vs MIT), which matters if you ship a commercial product. In short, Hugging Face Agents Course fits building agents beyond a demo, and Made With ML fits the gap between a notebook and production.
Which should you choose?
Choose Hugging Face Agents Course for building agents beyond a demo. Choose Made With ML for the gap between a notebook and production.
There is rarely one winner — many setups use both. The right pick depends on your hardware, your team's skills, and whether you value simplicity or control.
Frequently asked questions
Is Hugging Face Agents Course or Made With ML easier to use?
Both sit at a similar level (Intermediate). Your choice should come down to fit rather than difficulty.
Are Hugging Face Agents Course and Made With ML free?
Hugging Face Agents Course is free and open source (Apache-2.0), and Made With ML is free and open source (MIT). Neither charges for the core software.
Can I run Hugging Face Agents Course and Made With ML locally?
Hugging Face Agents Course: yes · Made With ML: yes. Both can be used without sending your data to a third-party cloud where their setup allows.
Hugging Face Agents Course vs Made With ML — which should I pick in 2026?
Choose Hugging Face Agents Course for building agents beyond a demo. Choose Made With ML for the gap between a notebook and production.
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