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.
1019Gratis guider
9Topic tracks
~2 minPer guide
~34hReading time
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Five outcome-based courses
Each course includes explicit outcomes, mapped competencies, practice activities, and an applied capstone.
02
Ansvarig AI-användare
Use AI productively while protecting privacy, checking outputs, and preserving human accountability.
03
AI på jobbet
Evaluate workplace use cases, run safe pilots, measure value, and communicate changes responsibly.
04
AI Policy & Samhälle
Analyze AI systems through rights, equity, governance, safety, and public-interest outcomes.
05
Bygga med AI-system
Understand language models, retrieval, agents, evaluation, cost, and deployment safeguards through practical system design.
Topic tracks
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Jump into the area you care about. Every track has multiple plain-English guides.
GrundernaCore concepts: how AI works at a high level.84 guider Språk AILLMs, NLP, ChatGPT, prompting, and text understanding.155 guider Visuell AIImage generation, computer vision, video, and design.133 guider Audio AIVoice, music, podcasting, and audio-first AI.117 guider CompaniesProfiles of OpenAI, Anthropic, Google, Meta, and more.121 guider AnsökningarHow AI shows up in coding, search, agents, and daily life.111 guider IndustriesAI in healthcare, finance, education, energy, and more.91 guider TechnicalChips, fine-tuning, RAG, vectors, and AI infrastructure.177 guider SocietyBias, privacy, copyright, safety, and the AI future.30 guider
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Industries
AI i utbildning
AI in education can support tutoring, feedback, accessibility, planning, and administrative work.
IndustriesAI i vetenskap
AI in science can help analyze measurements, search literature, design experiments, and model complex systems.
IndustriesAI & Klimat
AI and climate work includes forecasting, remote sensing, energy optimization, disaster planning, and climate research.
IndustriesAI in Law
AI in law can assist research, document review, drafting, discovery, and matter organization.
TechnicalAI-riktmärken
An AI benchmark is a defined set of tasks, data, and scoring rules used to compare systems.
TechnicalAI-chips och hårdvara
AI hardware executes the numerical operations used to train and run models.
TechnicalFörstärkningsinlärning
Reinforcement learning trains an agent to choose actions using feedback about their consequences.
TechnicalAI och robotik
AI and robotics combine perception, planning, control, and physical action.
GrundernaGrunderna för maskininlärning
Machine learning builds models whose behavior is fitted from examples rather than written entirely as explicit rules.
GrundernaÖvervakat lärande
Supervised learning fits a model using examples that pair inputs with target outputs.
GrundernaOövervakat lärande
Unsupervised learning looks for structure in data without a target label for every example.
GrundernaGenerativ AI
Generative AI produces outputs such as text, images, audio, or code using learned statistical patterns and supplied context.
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