Course catalogue

donnemartin/system-design-primer

The community-standard guide to designing large-scale systems — scalability, caching, databases, and interview prep. Includes Anki flashcards. Free for everyone.

gbengaoluwadahunsi/ai-engineering-from-scratch

473 lessons across 20 phases — math, deep learning, LLMs, agents, and production. Every lesson ships a reusable artifact. The flagship open-source AI engineering curriculum.

ed-donner/agents

6-week course building autonomous AI agents — OpenAI Agents SDK, CrewAI, LangGraph, AutoGen, and MCP. Hands-on labs with Cursor and uv.

gbengaoluwadahunsi/rag-from-scratch

Demystify Retrieval-Augmented Generation by building it yourself with local LLMs — embeddings, chunking, vector stores, retrieval strategies, hybrid search, and query rewriting. No black boxes, just clear, well-explained code.

gbengaoluwadahunsi/RAG_Techniques

Runnable notebook tutorials covering RAG from foundational to cutting-edge — query transformations, HyDE, reranking, fusion retrieval, semantic chunking, GraphRAG, RAPTOR, Self-RAG, and CRAG.

ai-infra-curriculum/ai-infra-engineer-learning

Production ML infrastructure learning track — 10 modules from foundations and Kubernetes to GPU computing, MLOps, IaC, and LLM serving. Labs, exercises, and 3 capstone projects.

DataTalksClub/data-engineering-zoomcamp

DataTalks.Club's free 9-week course on building production-ready data pipelines — Docker, Terraform, dbt, Spark, Kafka, and cloud data platforms.

learntocloud/learn-to-cloud

Foundational cloud engineering for junior cloud engineers — Linux, networking, AWS, Azure, and infrastructure as code. Free open-source curriculum.