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 Product Management
AI product management connects a user problem with a model-based capability and a measurable product outcome.
ApplicationsAI Customer Onboarding
AI-assisted onboarding helps users understand a product, configure it, or complete an initial task.
ApplicationsAI Research Assistants
AI research assistants can help discover papers, extract details, summarize evidence, and organize references.
ApplicationsAI Workflow Automation
AI workflow automation uses model outputs within a sequence of business or software operations.
ApplicationsAI Knowledge Management
AI knowledge management helps organize, retrieve, and explain information held by an organization.
ApplicationsAI Content Strategy
AI content strategy uses models to plan, draft, update, or distribute content.
ApplicationsAI Support Automation
AI support automation helps answer questions, route requests, summarize cases, or propose actions.
ApplicationsAI in Protein Structure Prediction
AI predicts the 3D shape a protein folds into from just its amino acid sequence, solving a 50-year-old grand challenge in biology.
ApplicationsAI in Traffic Signal Optimization
AI dynamically adjusts traffic light timing in real time based on actual vehicle and pedestrian demand, instead of relying on fixed schedules.
ApplicationsAI in Network Intrusion Detection
AI monitors network traffic to spot cyberattacks, malware, and unauthorized access, including novel threats that rule-based systems miss.
ApplicationsAI in Call Center Speech Analytics
AI speech analytics turns recorded and live phone calls into searchable, scored data — transcribing every word, detecting emotion, and flagging compliance…
ApplicationsAI in Resume Parsing and Talent Matching
AI resume parsing reads unstructured resumes and turns them into structured data — names, skills, titles, dates — so systems can search and rank candidates…
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