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AI Foundations
Understand what AI is, how systems learn, where they fail, and how to judge claims without hype.
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Språk AI guiderFree forever.
155 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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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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Språk AI
ChatGPT och LLM:er
A large language model (LLM) is a model trained to work with patterns in language, often by predicting tokens from context.
Språk AIGrunderna i NLP
Natural language processing, or NLP, is the study and engineering of systems that work with human language.
Språk AITransformatorer
A transformer is a neural-network architecture that uses attention to combine information across a sequence.
Språk AIPrompt Engineering
Prompt engineering is the practice of designing and testing instructions and context for an AI model.
Språk AIAI-skrivverktyg
AI writing tools generate or revise text from instructions and context.
Språk AIAI-översättning
AI translation converts meaning between languages using a learned model.
Språk AIGPT-historik
GPT stands for generative pretrained transformer. The early GPT research sequence explored language-model pretraining, broader task transfer, and learning…
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.
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