01
AI Foundations
Understand what AI is, how systems learn, where they fail, and how to judge claims without hype.
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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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Five outcome-based courses
Each course includes explicit outcomes, mapped competencies, practice activities, and an applied capstone.
02
Responsible AI User
Use AI productively while protecting privacy, checking outputs, and preserving human accountability.
03
AI at Work
Evaluate workplace use cases, run safe pilots, measure value, and communicate changes responsibly.
04
AI Policy & Society
Analyze AI systems through rights, equity, governance, safety, and public-interest outcomes.
05
Building with AI Systems
Understand language models, retrieval, agents, evaluation, cost, and deployment safeguards through practical system design.
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FundamentalsCore concepts: how AI works at a high level.84 guides Language AILLMs, NLP, ChatGPT, prompting, and text understanding.155 guides Visual AIImage generation, computer vision, video, and design.133 guides Audio AIVoice, music, podcasting, and audio-first AI.117 guides CompaniesProfiles of OpenAI, Anthropic, Google, Meta, and more.121 guides ApplicationsHow AI shows up in coding, search, agents, and daily life.111 guides IndustriesAI in healthcare, finance, education, energy, and more.91 guides TechnicalChips, fine-tuning, RAG, vectors, and AI infrastructure.177 guides SocietyBias, privacy, copyright, safety, and the AI future.30 guides
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Visual AI
AI Image Generation
AI image generation creates visual outputs from learned patterns and inputs such as text, images, masks, or layout constraints.
Visual AIComputer Vision
Computer vision builds systems that extract information from images or video.
Visual AIAI Video
AI video tools can generate clips, transform existing footage, assist editing, or analyze recordings.
Visual AIAI & 3D
AI for 3D can help reconstruct scenes, generate assets, estimate geometry, or synthesize new views.
Visual AIAI & Creativity
AI can support creative work by suggesting variations, drafting material, and transforming existing assets.
Visual AIObject Detection
Object detection identifies and locates object instances in an image, commonly returning category labels and bounding boxes.
Visual AIFacial Recognition
Facial recognition compares facial images to estimate whether they correspond to the same identity or to find candidates in a collection.
Visual AIImage Segmentation
Image segmentation assigns labels to pixels or image regions.
Visual AIStyle Transfer
Style transfer transforms an image using visual characteristics from another image or a learned style representation.
Visual AIDeepfakes
Deepfakes are synthetic or manipulated media that can make people appear to say or do things they did not.
Visual AIVisual Reasoning
Visual reasoning involves answering questions about relationships, quantities, spatial arrangements, or other information in visual material.
Visual AISynthetic Image Detection
Synthetic-image detection estimates whether an image was generated or altered using particular techniques.
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