AI Engineering from Scratch

Name: AI Engineering from Scratch
Availability: InStock

A free, open-source, MIT-licensed AI engineering curriculum maintained by Rohit Ghumare and contributors.

Creator Rohit Ghumare

Duration

40h

Level

Intermediate

What this course helps you practice

Build working AI product flows, not isolated prompt demos
Understand evals, retrieval, observability, and agent patterns
Make clearer tradeoffs before shipping AI features

What you should be able to do

Build working AI product flows, not isolated prompt demos
Understand evals, retrieval, observability, and agent patterns
Make clearer tradeoffs before shipping AI features
Evaluate AI Engineering tradeoffs with more confidence
Apply the material to real projects instead of only watching

Best fit for

Developers adding AI to real products
Engineers who want implementation detail
Builders who want more than prompt tips

Rohit Ghumare

Rohit Ghumare maintains AI Engineering from Scratch, a free, open-source, MIT-licensed curriculum for learning AI engineering from mathematical foundations through LLM systems, agents, and autonomous swarms.

View all courses from Rohit Ghumare Open creator website

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