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Mastery by track
Production Python Engineering
- Python for JavaScript Developersnot-started
- Async & APIs with FastAPInot-started
- Testing & Project Structurenot-started
LLM Foundations
- How LLMs Worknot-started
- Generation & Decodingnot-started
- Calling LLM APIsnot-started
- Prompt Engineeringnot-started
- Context Engineeringnot-started
- Provider & Model Selectionnot-started
- Fine-Tuning Basicsnot-started
RAG & Retrieval Systems
- RAG Fundamentalsnot-started
- Chunking & Indexing Strategiesnot-started
- Vector Databasesnot-started
- Retrieval Qualitynot-started
- RAG Evaluationnot-started
- RAG Frameworks — LangChain & LlamaIndexnot-started
Agentic Engineering
- Agent Fundamentalsnot-started
- Tool Use & Function Callingnot-started
- LangChain Essentialsnot-started
- LangGraph Orchestrationnot-started
- MCP — Model Context Protocolnot-started
- Memory & Multi-step Designnot-started
- Multi-agent Patternsnot-started
- Code vs No-code Judgmentnot-started
Evaluation, Observability & LLMOps
- Eval Designnot-started
- Hallucination & Reliabilitynot-started
- Observabilitynot-started
- LLMOps Lifecyclenot-started
Security, Governance & Responsible AI
- Guardrails & Content Safetynot-started
- Access & Data Protectionnot-started
- Governance & Responsible AInot-started
Production Deployment & Cloud (Azure-primary)
- Containerizationnot-started
- CI/CD for AI Appsnot-started
- Azure AI Platformnot-started
- Orchestration at Scalenot-started
- Cloud Equivalents (AWS & GCP)not-started
AI Delivery & Consulting
- Discovery & Scopingnot-started
- Business Value & ROInot-started
- Stakeholder Translationnot-started
- Capstone: Ship an End-to-End Agentnot-started
Integration & Enterprise Systems
- REST & Webhooksnot-started
- Event-Driven Workflowsnot-started
- Business-Tool Connectorsnot-started
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