Learning Roadmap
72 topics across 8 courses — from foundations to frontier
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The Ultimate Capstone
Production AI Platform
Build a complete, production-grade AI platform combining all 8 courses: a multi-tenant SaaS with fine-tuned models served via vLLM, agentic RAG pipelines, full observability, CI/CD, safety guardrails, and a polished frontend. The ultimate proof you're a top-1% AI engineer.
Foundations
Infrastructure
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Training
MLOps
Safety
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Networking