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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Audio AI
Music Genre Classification
Music genre classification is the task of teaching a computer to listen to a song and predict its style — rock, jazz, hip-hop, classical.
Audio AICover Song Identification
Cover song identification detects when two very different-sounding recordings are actually the same underlying song — a live acoustic version, a remix…
Audio AIDDSP Differentiable Audio Synthesis
DDSP (Differentiable Digital Signal Processing) fuses classic synthesizer building blocks with neural networks, so deep learning can control oscillators…
IndustriesAI in Regulatory Compliance
AI in regulatory compliance uses machine learning and language models to monitor transactions, screen customers, track rule changes, and surface risks faster…
TechnicalInfiniBand and RDMA Networking
InfiniBand is a high-speed, low-latency interconnect that links servers and GPUs in AI clusters, and RDMA lets one machine read or write another's memory…
TechnicalCollective Communication and NCCL
Collective communication is how a group of GPUs exchange and combine data, and NCCL is NVIDIA's library that makes those exchanges blazingly fast.
CompaniesPika Labs
Pika Labs is an AI video startup that turns text prompts and images into short, stylized video clips.
CompaniesWriter Enterprise AI
Writer is a full-stack enterprise generative AI platform built around its own Palmyra family of large language models.
CompaniesKling by Kuaishou
Kling is a high-fidelity text-to-video model from Chinese tech giant Kuaishou, capable of generating realistic clips with strong motion and physics.
CompaniesPinecone
Pinecone is a fully managed vector database that stores and searches the numerical embeddings AI models produce.
CompaniesSynthesia
Synthesia is a London-based platform that turns plain text scripts into studio-quality videos of AI avatars speaking in over 140 languages.
CompaniesHeyGen
HeyGen is an AI video platform best known for realistic avatars and a viral video translation tool that clones your voice and re-syncs your lips into another…
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