AI Foundations
Understand what AI is, how systems learn, where they fail, and how to judge claims without hype.
Free AI library
91 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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Predictive maintenance uses sensor data and machine learning to forecast when a machine will fail, so it can be fixed just before breaking rather…
IndustriesAI helps electric grids balance supply and demand in real time, integrate solar and wind, and prevent outages before they happen.
IndustriesAI sifts through seismic surveys, well logs, and satellite data to find oil and gas reservoirs faster and more accurately.
IndustriesAI lets vehicles sense their surroundings, predict what others will do, and drive themselves with little or no human input.
IndustriesAI in sports analytics turns video, wearable sensors, and play-by-play data into actionable insight on player performance, tactics, and injury risk.
IndustriesPharmacovigilance is the science of detecting and preventing harm from medicines, and AI helps by processing the flood of safety reports that humans cannot…
IndustriesAI personalized tutoring adapts lessons, practice, and feedback to each individual learner's pace and gaps, aiming to give every student something close…
Check what you learned with topic quizzes, then explore our structured courses and current certification requirements. Core guides remain free to read.