AI Foundations
Understand what AI is, how systems learn, where they fail, and how to judge claims without hype.
Free AI library
121 plain-English guides, structured learning paths, and an open library — built by an independent 501(c)(3) nonprofit so anyone can understand modern AI.
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Each course includes explicit outcomes, mapped competencies, practice activities, and an applied capstone.
Understand what AI is, how systems learn, where they fail, and how to judge claims without hype.
Use AI productively while protecting privacy, checking outputs, and preserving human accountability.
Evaluate workplace use cases, run safe pilots, measure value, and communicate changes responsibly.
Analyze AI systems through rights, equity, governance, safety, and public-interest outcomes.
Understand language models, retrieval, agents, evaluation, cost, and deployment safeguards through practical system design.
Topic tracks
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AlphaGo was the DeepMind program that beat the world's best Go players, a milestone long thought decades away.
CompaniesMoonshot AI is a Beijing startup founded in 2023 whose Kimi chatbot became famous for handling extremely long documents.
CompaniesZhipu AI is a Tsinghua-spun Beijing company behind the GLM (General Language Model) family.
CompaniesHunyuan is Tencent's in-house family of large AI models spanning text, image, 3D, and video.
CompaniesCerebras builds the world's largest computer chip, the Wafer-Scale Engine, putting an entire AI processor on a single dinner-plate-sized piece of silicon.
CompaniesSambaNova is an AI hardware and software company whose Reconfigurable Dataflow chips and full-stack platform are built to run large AI models efficiently.
CompaniesCoreWeave is a specialized cloud provider that rents out massive fleets of Nvidia GPUs for AI training and inference.
CompaniesGranite is IBM's family of open, enterprise-focused AI models built for business tasks like coding, document understanding, and retrieval.
CompaniesNemotron is Nvidia's family of open large language models, designed to showcase its hardware and to generate high-quality synthetic data for training other…
CompaniesFalcon is a family of open large language models from the UAE's Technology Innovation Institute (TII) in Abu Dhabi.
CompaniesDoubao is ByteDance's family of large language models and consumer AI assistant, built by the company behind TikTok and Douyin.
CompaniesYi is a family of open and commercial large language models from 01.AI, the Chinese startup founded by AI pioneer Kai-Fu Lee.
Check what you learned with topic quizzes, then explore our structured courses and current certification requirements. Core guides remain free to read.