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LLM Foundations
Transformer-era language modeling concepts, architectures, and capability framing.
0/16 complete
CLASSIFICATION
6 tracks / 48 lessons
TRACKS
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LLM Training, Alignment, and Serving
Training infrastructure, alignment loops, inference optimization, and deployment of large language models.
0/16 complete
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RAG, Agents, and LLM Production
Retrieval-augmented generation, agentic systems, evaluation, and operational patterns for LLM products.
0/16 complete
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Reasoning and Frontier Post-Training
Synthetic data, verifiers, process supervision, reasoning traces, and frontier post-training loops.
0/0 complete
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Agent Runtime and Tool-Use Systems
Tool schemas, planners, sandboxes, browser agents, orchestration loops, and runtime failure handling.
0/0 complete
[LOCKED]
Agent Memory, Planning, and Context Engineering
Episodic memory, retrieval memory, long-context strategies, context construction, and planning over state.
0/0 complete