01
AI Foundations
Understand what AI is, how systems learn, where they fail, and how to judge claims without hype.
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117 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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Audio AI
Singing Voice Synthesis
Singing Voice Synthesis (SVS) is AI that turns a written melody and lyrics into a fully sung vocal performance.
Audio AIAudioLM
AudioLM is a Google research framework that generates realistic audio — speech or piano music — by treating sound like a language and predicting it token…
Audio AIMusicGen
MusicGen is Meta's AI model that generates music from a text description, and optionally a melody you hum or upload.
Audio AIKeyword Spotting and Wake Words
Keyword spotting is the always-listening technology that lets a device wait for a single trigger phrase like 'Hey Siri' or 'Alexa' before springing…
Audio AIForced Alignment
Forced alignment automatically lines up a known transcript with its audio, marking exactly when each word or sound starts and ends.
Audio AIMel Spectrograms
A mel spectrogram is a picture of sound over time, with frequency spaced the way human ears perceive pitch.
Audio AIConnectionist Temporal Classification
Connectionist Temporal Classification (CTC) is a loss function and decoding method that lets neural networks turn a long audio sequence into text without…
Audio AIRNN-Transducer Models
The RNN-Transducer (RNN-T) is a streaming-friendly speech recognition architecture that fixes CTC's biggest weakness — its inability to model dependencies…
Audio AIConformer Architecture
The Conformer is a neural network block that fuses convolution with self-attention, capturing both fine-grained local sound patterns and long-range context…
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