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Artificial Intelligence

AI Overview & Topics

Start here to explore AI concepts, compare approaches, and jump into hands-on use cases.

Topics

Explore AI Topics

Each card opens a focused area. Add more as your curriculum expands.

Retrieval-Augmented Generation (RAG)
Ground LLMs in your org’s knowledge for accurate, source-linked answers.
Prompt Engineering
System prompts, guardrails, and structured prompting patterns (ReAct, CoT).
AI Agents & Orchestration
Multi-tool agents, workflows, and frameworks (LangGraph, CrewAI, AutoGen).
Evaluation, Safety & Guardrails
Red-teaming, hallucination tests, policy checks, and offline eval suites.
Vector Databases
Indexes, embeddings, filters, and latency/cost trade-offs in production.
MLOps for LLMs
CI/CD, data/versioning, telemetry, rollback plans, and cost governance.
Use-Case Library
End-to-end patterns (sales, support, risk, HR) ready to adapt and deploy.
Build vs Buy
Open-source vs vendor stacks, SLA/security reviews, and TCO modeling.

Ready to Get Hands-On?

Use the topics above to navigate, or jump to the comparison and matrix sections.