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
Jump into the area you care about. Every track has multiple plain-English guides.
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AI helps pharmacies fill prescriptions accurately by automating counting, identifying pills, and double-checking for dangerous drug interactions.
IndustriesAI in drug discovery uses machine learning to predict molecular behavior, design new compounds, and shrink the years and billions normally needed to find…
IndustriesAI in radiology uses deep learning to detect, measure, and flag findings in medical images like X-rays, CT, and MRI scans.
IndustriesAI is moving into cockpits, control towers, and maintenance hangars to make flying safer and more efficient.
IndustriesAI in contract review uses language models to read agreements, flag risky clauses, and extract key terms in seconds instead of hours.
IndustriesAI in tax and accounting automates data entry, categorizes transactions, catches anomalies, and answers tax questions grounded in the actual code.
IndustriesAI in precision agriculture uses sensors, satellites, drones, and machine learning to manage crops at the level of individual plants rather than whole fields.
IndustriesAI tools listen to doctor-patient conversations and automatically draft clinical notes, freeing clinicians from hours of typing.
IndustriesAI analyzes the vast, complex data in DNA to predict gene function, interpret mutations, and accelerate discovery.
IndustriesAI powers chatbots, screening tools, and clinician support that expand access to mental health support amid a global shortage of providers.
IndustriesAI helps banks spot the tiny fraction of transactions that hide criminal money among billions of legitimate ones.
IndustriesAI automates how insurers receive, evaluate, and pay claims — reading documents, estimating damage from photos, and flagging fraud.
Check what you learned with topic quizzes, then explore our structured courses and current certification requirements. Core guides remain free to read.