Definitions Canon
18 resources · page 1 of 1
ai.gov.ru: National portal for artificial intelligence
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Russia's national AI portal with the national AI strategy, Code of Ethics and government AI programmes.
Chip Huyen books (AI Engineering)
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Chip Huyen's books page, including AI Engineering and Designing Machine Learning Systems.
Dive into Deep Learning
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Dive into Deep Learning: free interactive textbook with maths and runnable code in PyTorch, JAX, TensorFlow and MXNet.
Speech and Language Processing (Jurafsky & Martin)
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Free draft of Jurafsky and Martin's Speech and Language Processing, 3rd edition, covering NLP and LLMs.
Prompt Engineering Guide (DAIR.AI)
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DAIR.AI Prompt Engineering Guide: overview of prompting techniques, applications and model notes, in many languages.
Decree of the President of the Russian Federation on the Development of AI (CSET translation)
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CSET English translation of Russia's 2019 presidential decree on the development of artificial intelligence.
EU AI Act Art.3 definitions
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EU AI Act Article 3 text: the legal definitions used throughout the regulation, such as AI system and provider.
Goodfellow et al., Deep Learning
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Author site for the Deep Learning textbook by Goodfellow, Bengio and Courville, free to read online.
Google ML Glossary
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Google Machine Learning Glossary defining ML terms, including TensorFlow and large language model terminology.
HF Transformers glossary
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Hugging Face Transformers glossary defining terms used in transformer models and the library.
Murphy, Probabilistic ML
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Kevin Murphy's Probabilistic Machine Learning book series site, with free introductory and advanced volumes.
NIST AI 600-1 GenAI Profile
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NIST AI 600-1 PDF: Generative AI Profile of the AI RMF listing 12 GenAI-specific risks and suggested actions.
NIST AI glossary
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NIST AI Resource Center glossary of trustworthy-AI terms from the AI Risk Management Framework, with references.
NIST AI Risk Management Framework
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NIST AI Risk Management Framework page: the Govern, Map, Measure and Manage framework with resources.
OECD AI Principles & AI system definition
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OECD.AI page on the OECD AI Principles and the OECD definition of an AI system.
Prince, Understanding Deep Learning
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Simon Prince's Understanding Deep Learning textbook site with free PDF and Python notebooks.
Russell & Norvig AIMA
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Author site for Russell and Norvig's Artificial Intelligence: A Modern Approach, with code, exercises and resources.
Wikipedia: Large language model
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Wikipedia article on large language models: definition, history, architecture, training and limitations.