ROADMAPS
AI Roadmaps
Each path is organized around a real role, not disconnected tutorials.
AI Engineer Roadmap
Build AI-powered products using models, APIs, retrieval, agents and production infrastructure.
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AI Product Manager Roadmap
Translate model capabilities and user needs into valuable, testable and scalable AI products.
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AI Agent Engineer Roadmap
Design agent workflows, tool use, memory, orchestration and reliable task execution.
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Forward Deployed Engineer Roadmap
Turn frontier AI capabilities into production systems for real users and businesses.
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LLM Engineer Roadmap
Work on model integration, inference, fine-tuning, evaluation and production optimization.
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AI Automation Engineer Roadmap
Automate business workflows with AI models, agents, APIs and integration platforms.
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