AI Engineering from Scratch: Build Everything Yourself
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AI Engineering from Scratch: Build Everything Yourself
A new free, open-source curriculum teaches AI engineering from the ground up — starting with linear algebra and advancing through to autonomous AI agents. The focus is on hands-on implementation: rather than relying on high-level libraries, learners build core systems themselves. Structured for developers who want deep, practical understanding, the program covers neural networks, LLMs, and agent architectures with minimal abstraction. Ideal for engineers seeking to master AI from first principles.