// learning materials

Resources

Curated materials for production AI engineering—from beginner roadmaps to advanced reference architectures.

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Learning Roadmaps

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Books

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Research Papers

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Videos

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Open Source Projects

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GitHub Repositories

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Conference Talks

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Reference Architectures

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Documentation

// career roadmaps

Learning Paths

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MLOps Engineer

From model packaging to full production MLOps platforms.

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LLMOps Engineer

RAG systems, agent frameworks, evaluation, and observability.

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AI Platform Engineer

Building internal platforms that data scientists rely on.

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GPU Infrastructure Engineer

CUDA, cluster management, and high-performance compute.

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AI SRE

Reliability engineering for AI systems at scale.

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AI Architect

Designing enterprise-scale production AI architectures.