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.
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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.
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AI på jobbet
Evaluate workplace use cases, run safe pilots, measure value, and communicate changes responsibly.
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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.
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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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Grunderna
Förutsägande AI
Predictive AI uses observed information to estimate an unknown outcome, such as demand, delivery time, or a category.
Språk AIText till tal
Text-to-speech, or TTS, turns written text into spoken audio.
Språk AITal till text
Speech-to-text systems convert spoken audio into a written transcript.
Språk AISentimentanalys
Sentiment analysis estimates the attitude expressed in text, often using labels such as positive, negative, or neutral.
Språk AIMaskinöversättning
Machine translation is automated conversion from a source language to a target language.
Språk AINamngiven Entity Recognition
Named entity recognition, or NER, identifies spans of text that refer to categories such as people, organizations, and places.
Visuell AIObjektdetektion
Object detection identifies and locates object instances in an image, commonly returning category labels and bounding boxes.
Visuell AIAnsiktsigenkänning
Facial recognition compares facial images to estimate whether they correspond to the same identity or to find candidates in a collection.
Visuell AIBildsegmentering
Image segmentation assigns labels to pixels or image regions.
Visuell AIStilöverföring
Style transfer transforms an image using visual characteristics from another image or a learned style representation.
Visuell AIDeepfakes
Deepfakes are synthetic or manipulated media that can make people appear to say or do things they did not.
Audio AIAI Podcasting
AI can assist podcast research, drafting, transcription, editing, translation, and narration.
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