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 Automated Penetration Testing
AI-driven penetration testing uses machine learning and increasingly autonomous agents to probe networks and applications for exploitable weaknesses…
ApplicationsAI in Automated Code Migration
AI tools can translate code between languages, upgrade old frameworks, and modernize legacy systems far faster than manual rewrites.
ApplicationsAI in Phishing Detection
AI scans emails, links, and websites at machine speed to flag the deceptive messages that try to trick people into handing over passwords or money.
ApplicationsAI in Music Recommendation Systems
AI decides what song plays next by learning your taste from billions of listening signals and the sound of the music itself.
ApplicationsAI in Video Content Moderation
AI reviews uploaded and livestreamed video to detect harmful material like violence, nudity, or hate speech far faster than human moderators could alone.
ApplicationsAI in Wildfire Detection
AI in wildfire detection spots smoke and flames from cameras and satellites within minutes, far faster than human lookouts.
ApplicationsAI in Crop Disease Diagnosis
AI in crop disease diagnosis identifies plant diseases from leaf photos, helping farmers act before an outbreak spreads.
ApplicationsAI in Clinical Trial Matching
AI reads dense medical records and complex trial eligibility rules to connect patients with studies they qualify for.
ApplicationsAI in Electronic Health Record Coding
AI reads clinical notes and automatically assigns the standardized billing and diagnosis codes that hospitals use to get paid and track care.
ApplicationsAI in Satellite Imagery Analysis
AI scans vast streams of satellite photos to automatically detect, count, and track objects and changes on Earth's surface, far faster than humans could.
ApplicationsAI in Customer Churn Prediction
Churn prediction uses machine learning to flag which customers are likely to cancel or stop buying before they actually leave.
ApplicationsAI in Wildlife Conservation Monitoring
AI helps scientists count, track, and protect wild animals by automatically analyzing photos, sounds, and sensor data at a scale humans never could.
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