Developer Education Articles

Discover the AI Engineering Hub: 93+ production-ready open-source projects covering LLMs, RAG systems, and AI agents. From beginner OCR apps to advanced fine-tuning pipelines, build real-world AI engineering skills through structured project-based learning.

Master system design interviews with ByteByteGoHq/system-design-101, the viral visual repository explaining complex distributed systems through diagrams. From Netflix architecture to CAP theorem, discover 200+ guides that transform abstract concepts into interview-ready knowledge.

henrythe9th/AI-Crash-Course is a 6,139-star MIT-licensed curated guide by Henry Shi, designed to bring busy software engineers to the AI research frontier in approximately two weeks through prioritized papers, videos, and books.

The-Complete-FAANG-Preparation is a 12,029-star open-source repository consolidating DSA sheets, technical subjects, and competitive programming archives across 18 platforms for comprehensive software engineering interview preparation.

Discover how freeCodeCamp's open-source curriculum is disrupting tech education. 100,000+ jobs landed, zero tuition paid. Complete technical guide to the platform that bootcamps don't want you to know about.

Master AI agent development with Hugging Face's free Agents Course. Learn smolagents, LangGraph, LlamaIndex, earn verified certification, and build production-ready autonomous systems.

ML Zoomcamp is a free 4-month machine learning engineering course by DataTalks.Club. Learn to build and deploy ML models with Python, Docker, Kubernetes, and AWS Lambda. Join the 2025 cohort or start self-paced today.

Master low-level CPU performance with perf-ninja: hands-on labs for cache optimization, vectorization, branch prediction & more. Automated benchmarking across Intel, AMD & Apple silicon. Free course by performance expert Denis Bakhvalov.

Discover why 100K+ developers choose handson-ml3 over broken tutorials. Master ML with Aurélien Géron's battle-tested Jupyter notebooks covering Scikit-Learn, Keras, and TensorFlow 2 — from fundamentals to production deployment.

Discover Cole Medin's free AI Agents Masterclass using LangChain, LangGraph, and n8n. Clone production-ready code, follow weekly YouTube videos, and build autonomous agents that transform business workflows.

Discover TheAlgorithms/Go, the open-source repository teaching algorithms through production-quality Go implementations. From concurrent Monte Carlo simulations to Huffman coding and KMP string matching, master computer science fundamentals with real code.

Microsoft's free 21-lesson generative AI course on GitHub teaches developers to build production-ready AI applications with Python and TypeScript. Covers LLMs, RAG, agents, fine-tuning, and more.

Discover howcryptoworksbook, the free 90,000+ word open-source technical manual that explains how crypto actually works. Expert-reviewed by Wintermute Research and The Block Research, covering Bitcoin, Ethereum, Solana, DeFi, MEV, and more.

Discover why mrdbourke/pytorch-deep-learning is the most comprehensive free PyTorch course available. With 321 videos, 10 complete sections, and a code-first philosophy, this repository takes you from tensor basics to production deployment through real milestone projects.

AI Engineering Academy offers structured learning paths for mastering applied AI concepts. From prompt engineering to RAG, fine-tuning, and AI agents, this community-driven resource helps developers build production-ready skills.