MLSysBook.ai is a global learning community focused on establishing AI engineering as a discipline.

AI today is not just models and benchmarks. It is systems, constraints, and real-world deployment. Yet this knowledge is fragmented and rarely taught end-to-end.

We exist to change that.

Our work brings together educators, students, and practitioners to understand how AI systems are built, evaluated, deployed, and maintained in practice.

Through open, hands-on education, we support learners at every stage, from first exposure to system-level thinking.

What you’ll find here:

• Workshops and show-and-tells on building real AI systems
• Open educational resources, including MLSysBook and companion materials
• TinyTorch experiences for learning AI engineering through hands-on projects
• Community discussions and events shaping how the field is taught

Our goal is simple: lower the barrier to entry while raising the standard of AI engineering.

If you want to go beyond using AI and learn how to build it, you are in the right place.

MLSysBook.ai

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