01
AI Foundations
Understand what AI is, how systems learn, where they fail, and how to judge claims without hype.
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111 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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Applications
AI in Price Optimization and Dynamic Pricing
AI sets and continuously adjusts prices based on demand, competition, inventory, and customer behavior to maximize revenue or profit.
ApplicationsAI in Inventory Demand Planning
AI forecasts how much of each product will sell and where, so businesses stock the right amount in the right place at the right time.
ApplicationsAI in Handwriting Recognition
Handwriting recognition uses AI to turn pen strokes or scanned ink into digital text.
ApplicationsAI in Game Level Generation
AI can build game levels, maps, and worlds automatically instead of hand-placing every wall and enemy.
ApplicationsAI in Robotic Process Automation
Robotic Process Automation (RPA) uses software 'bots' to mimic the clicks and keystrokes humans do in business apps.
ApplicationsAI in Voice Biometrics Authentication
Voice biometrics uses AI to verify your identity from the unique acoustic and behavioral patterns in your speech.
ApplicationsAI in Subtitling and Closed Captioning
AI turns spoken audio into synchronized on-screen text, automating subtitles for translation and closed captions for accessibility.
ApplicationsAI in Patent Search and Analysis
AI helps inventors, lawyers, and examiners search millions of patents and analyze them by meaning rather than just keywords.
ApplicationsAI in Sign Language Translation
AI sign language translation uses computer vision and machine learning to turn signed languages like ASL into text or speech, and sometimes the reverse.
ApplicationsAI in Lip Reading and Visual Speech Recognition
Visual speech recognition uses AI to read lips, predicting spoken words from the movement of a person's mouth, jaw, and face, sometimes without any audio.
ApplicationsAI in Crop Yield Prediction
AI crop yield prediction forecasts how much a field or region will harvest by learning from satellite imagery, weather, and soil data.
ApplicationsAI in Player Scouting and Recruitment
AI in player scouting uses data and video analysis to spot talent, predict career trajectories, and find undervalued athletes.
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