01
AI Foundations
Understand what AI is, how systems learn, where they fail, and how to judge claims without hype.
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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 Hospitality and Hotels
AI lets hotels personalize stays, set room prices dynamically, automate guest service, and run buildings more efficiently.
IndustriesAI in Food and Beverage
AI is reshaping how food is grown, formulated, inspected, priced, and served, from recipe design to spotting contaminated products on a production line.
CompaniesCerebras Systems
Cerebras builds the world's largest computer chip, the Wafer-Scale Engine, putting an entire AI processor on a single dinner-plate-sized piece of silicon.
CompaniesSambaNova Systems
SambaNova is an AI hardware and software company whose Reconfigurable Dataflow chips and full-stack platform are built to run large AI models efficiently.
CompaniesCoreWeave
CoreWeave is a specialized cloud provider that rents out massive fleets of Nvidia GPUs for AI training and inference.
Audio AISpeech Emotion Recognition
Speech Emotion Recognition (SER) is AI that detects a speaker's emotional state — anger, joy, sadness, frustration — from the sound of their voice, not just…
Audio AIMoshi Full-Duplex Speech
Moshi is an open-source, real-time voice AI from Kyutai that talks and listens at the same time — full-duplex — instead of taking strict turns.
Audio AISpeech-to-Speech Translation
Speech-to-Speech Translation (S2ST) takes spoken words in one language and produces spoken words in another — ideally preserving the speaker's voice, tone…
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.
TechnicalGroup Relative Policy Optimization
Group Relative Policy Optimization (GRPO) is a reinforcement-learning method for fine-tuning language models that judges each answer against a group…
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