Frameworks Overview

The tools you'll actually type into a terminal to build everything covered in the theory sections.

• Core ML/DL — PyTorch, Hugging Face transformers/datasets, experiment tracking
• LLM / Agent Frameworks — LangChain, LlamaIndex, MCP SDKs, LangGraph, CrewAI
• Serving & MLOps/LLMOps — vLLM, Triton, Docker, CI/CD for ML, LLM observability

See the roadmap for the full ordered path through this section.