01
AI Foundations
Understand what AI is, how systems learn, where they fail, and how to judge claims without hype.
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1019 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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Industries
AI in Anti-Money Laundering
AI helps banks spot the tiny fraction of transactions that hide criminal money among billions of legitimate ones.
IndustriesAI in Claims Processing
AI automates how insurers receive, evaluate, and pay claims — reading documents, estimating damage from photos, and flagging fraud.
IndustriesAI in Legal Discovery
AI sifts through massive volumes of emails, documents, and chats to find the handful relevant to a lawsuit — a process called e-discovery.
CompaniesMicrosoft Phi
Microsoft Phi is a family of small language models that prove careful data curation can rival brute-force scale.
TechnicalMixtral and Sparse Models
Mixtral is Mistral AI's open mixture-of-experts model that delivers big-model quality at small-model speed.
Visual AIFLUX Image Models
FLUX is a family of open text-to-image models from Black Forest Labs known for sharp detail, strong prompt-following, and surprisingly accurate rendered text.
SocietyAI in Military and Defense
AI is reshaping defense — from intelligence analysis and logistics to autonomous drones and targeting decisions.
TechnicalGPU vs TPU for AI
GPUs and TPUs are the two dominant chip types for training and running AI.
TechnicalCUDA and GPU Programming
CUDA is NVIDIA's platform for writing programs that run on GPUs, unlocking thousands of cores for parallel computation.
ApplicationsAI Resume Screening
AI resume screening uses software to read, parse, and rank job applicants automatically, often before any human sees them.
ApplicationsAI Contract Review
AI contract review uses natural language processing to read legal agreements, extract key terms, flag risky clauses, and check them against a company's…
ApplicationsAI Code Review
AI code review uses models trained on code to automatically inspect pull requests for bugs, security flaws, style issues, and improvements.
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