Yayasan AI
Understand what AI is, how systems learn, where they fail, and how to judge claims without hype.
Perpustakaan AI gratis
1019 panduan berbahasa Inggris sederhana, jalur pembelajaran terstruktur, dan perpustakaan terbuka — dibuat oleh lembaga nonprofit 501(c)(3) independen sehingga siapa pun dapat memahami AI modern.
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Each course includes explicit outcomes, mapped competencies, practice activities, and an applied capstone.
Understand what AI is, how systems learn, where they fail, and how to judge claims without hype.
Use AI productively while protecting privacy, checking outputs, and preserving human accountability.
Evaluate workplace use cases, run safe pilots, measure value, and communicate changes responsibly.
Analyze AI systems through rights, equity, governance, safety, and public-interest outcomes.
Understand language models, retrieval, agents, evaluation, cost, and deployment safeguards through practical system design.
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Predictive AI uses observed information to estimate an unknown outcome, such as demand, delivery time, or a category.
Bahasa AIText-to-speech, or TTS, turns written text into spoken audio.
Bahasa AISpeech-to-text systems convert spoken audio into a written transcript.
Bahasa AISentiment analysis estimates the attitude expressed in text, often using labels such as positive, negative, or neutral.
Bahasa AIMachine translation is automated conversion from a source language to a target language.
Bahasa AINamed entity recognition, or NER, identifies spans of text that refer to categories such as people, organizations, and places.
AI visualObject detection identifies and locates object instances in an image, commonly returning category labels and bounding boxes.
AI visualFacial recognition compares facial images to estimate whether they correspond to the same identity or to find candidates in a collection.
AI visualImage segmentation assigns labels to pixels or image regions.
AI visualStyle transfer transforms an image using visual characteristics from another image or a learned style representation.
AI visualDeepfakes are synthetic or manipulated media that can make people appear to say or do things they did not.
Audio AIAI can assist podcast research, drafting, transcription, editing, translation, and narration.
Check what you learned with topic quizzes, then explore our structured courses and current certification requirements. Core guides remain free to read.