AI Foundations
Understand what AI is, how systems learn, where they fail, and how to judge claims without hype.
Free AI library
133 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 image generation creates visual outputs from learned patterns and inputs such as text, images, masks, or layout constraints.
Visuell AIComputer vision builds systems that extract information from images or video.
Visuell AIAI video tools can generate clips, transform existing footage, assist editing, or analyze recordings.
Visuell AIAI for 3D can help reconstruct scenes, generate assets, estimate geometry, or synthesize new views.
Visuell AIAI can support creative work by suggesting variations, drafting material, and transforming existing assets.
Visuell AIObject detection identifies and locates object instances in an image, commonly returning category labels and bounding boxes.
Visuell AIFacial recognition compares facial images to estimate whether they correspond to the same identity or to find candidates in a collection.
Visuell AIImage segmentation assigns labels to pixels or image regions.
Visuell AIStyle transfer transforms an image using visual characteristics from another image or a learned style representation.
Visuell AIDeepfakes are synthetic or manipulated media that can make people appear to say or do things they did not.
Visuell AIVisual reasoning involves answering questions about relationships, quantities, spatial arrangements, or other information in visual material.
Visuell AISynthetic-image detection estimates whether an image was generated or altered using particular techniques.
Check what you learned with topic quizzes, then explore our structured courses and current certification requirements. Core guides remain free to read.