AI Foundations
Understand what AI is, how systems learn, where they fail, and how to judge claims without hype.
Free AI library
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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Each course includes explicit outcomes, mapped competencies, practice activities, and an applied capstone.
Understand what AI is, how systems learn, where they fail, and how to judge claims without hype.
Use AI productively while protecting privacy, checking outputs, and preserving human accountability.
Evaluate workplace use cases, run safe pilots, measure value, and communicate changes responsibly.
Analyze AI systems through rights, equity, governance, safety, and public-interest outcomes.
Understand language models, retrieval, agents, evaluation, cost, and deployment safeguards through practical system design.
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DiffWave is a diffusion-based vocoder that synthesizes audio by iteratively denoising random noise into a waveform, conditioned on a mel-spectrogram.
Audio AIBark is an open-source text-to-audio model from Suno that generates not just speech but laughter, sighs, music, and sound effects directly from text prompts.
Audio AITortoise TTS is an open-source text-to-speech system prized for unusually natural, emotionally rich voices and strong voice cloning from just a few short…
Audio AIXTTS is Coqui's multilingual text-to-speech model that can clone a voice from a short clip and then speak in many different languages while preserving…
Audio AISoundStorm is a Google audio generation model that produces speech and sound in parallel rather than one token at a time, making high-quality audio synthesis…
Audio AIAudioGen is a Meta model that turns text descriptions into realistic environmental sounds and sound effects, like 'dog barking while birds chirp.
Audio AIStable Audio is Stability AI's text-to-audio system that uses latent diffusion to generate music and sound effects, with explicit control over clip length.
Audio AIKaldi is a free, open-source toolkit that became the dominant research platform for building speech recognition systems.
Audio AIWav2Letter is an end-to-end speech recognition system from Facebook AI that used only convolutional neural networks, no recurrence.
Audio AIJasper and QuartzNet are NVIDIA's end-to-end convolutional speech recognition models, with QuartzNet being a dramatically smaller, efficient redesign…
Audio AIDiffusion models generate audio by learning to reverse a step-by-step noising process, turning random noise into coherent speech, music, or sound effects.
Audio AISound event detection (SED) identifies what sounds occur in an audio stream and exactly when they start and stop.
Check what you learned with topic quizzes, then explore our structured courses and current certification requirements. Core guides remain free to read.