--- id: "/learning-reference/definitions-canon/" title: "definitions & canon: 18 curated resources" url: "https://skillissue.dev/learning-reference/definitions-canon/" --- # definitions & canon: 18 curated resources definitions & canon [Beginner](/learning-reference/beginner/index.md) [Intermediate](/learning-reference/intermediate/index.md) [Advanced](/learning-reference/advanced/index.md) [Expert](/learning-reference/expert/index.md) 18 resources · page 1 of 1 - ### [ai.gov.ru: National portal for artificial intelligence](/foundations/courses-and-learning-paths/ai-gov-ru-russian-national-ai-portal/index.md) by [Government of the Russian Federation (ai.gov.ru)](https://ai.gov.ru/) Russia's national AI portal with the national AI strategy, Code of Ethics and government AI programmes. Beginner learning_resource docs Russia ru - ### [Chip Huyen books (AI Engineering)](/foundations/courses-and-learning-paths/chip-huyen-books-ai-engineering/index.md) by [Chip Huyen](https://huyenchip.com/) Chip Huyen's books page, including AI Engineering and Designing Machine Learning Systems. Beginner–Intermediate learning_resource course US en - ### [Dive into Deep Learning](/foundations/courses-and-learning-paths/dive-into-deep-learning/index.md) by [Aston Zhang, Zachary C. Lipton, Mu Li and Alexander J. Smola](https://d2l.ai/) Dive into Deep Learning: free interactive textbook with maths and runnable code in PyTorch, JAX, TensorFlow and MXNet. Beginner learning_resource course US en - ### [Speech and Language Processing (Jurafsky & Martin)](/foundations/courses-and-learning-paths/jurafsky-martin-speech-and-language-processing-free-draft/index.md) by [Dan Jurafsky and James H. Martin (Stanford University)](https://web.stanford.edu/~jurafsky/) Free draft of Jurafsky and Martin's Speech and Language Processing, 3rd edition, covering NLP and LLMs. Beginner–Intermediate learning_resource course US en - ### [Prompt Engineering Guide (DAIR.AI)](/foundations/courses-and-learning-paths/prompt-engineering-guide-dair-ai/index.md) by [DAIR.AI](https://dair.ai/) DAIR.AI Prompt Engineering Guide: overview of prompting techniques, applications and model notes, in many languages. Beginner–Intermediate learning_resource docs US en - ### [Decree of the President of the Russian Federation on the Development of AI (CSET translation)](/foundations/courses-and-learning-paths/cset-translation-russian-ai-strategy-decree/index.md) by [Center for Security and Emerging Technology](https://cset.georgetown.edu/) CSET English translation of Russia's 2019 presidential decree on the development of artificial intelligence. Intermediate learning_resource guide US en - ### [EU AI Act Art.3 definitions](/foundations/courses-and-learning-paths/eu-ai-act-art-3-definitions/index.md) by [Future of Life Institute](https://futureoflife.org/) EU AI Act Article 3 text: the legal definitions used throughout the regulation, such as AI system and provider. Intermediate–Advanced learning_resource docs EU en - ### [Goodfellow et al., Deep Learning](/foundations/courses-and-learning-paths/goodfellow-et-al-deep-learning/index.md) by [Ian Goodfellow, Yoshua Bengio and Aaron Courville](https://www.deeplearningbook.org/) Author site for the Deep Learning textbook by Goodfellow, Bengio and Courville, free to read online. Intermediate learning_resource course US en - ### [Google ML Glossary](/foundations/courses-and-learning-paths/google-ml-glossary/index.md) by [Google](https://developers.google.com/) Google Machine Learning Glossary defining ML terms, including TensorFlow and large language model terminology. Intermediate–Advanced learning_resource docs US en - ### [HF Transformers glossary](/foundations/courses-and-learning-paths/hf-transformers-glossary/index.md) by [Hugging Face](https://huggingface.co/) Hugging Face Transformers glossary defining terms used in transformer models and the library. Intermediate–Advanced learning_resource docs US en - ### [Murphy, Probabilistic ML](/foundations/courses-and-learning-paths/murphy-probabilistic-ml/index.md) by [Probabilistic machine learning](https://probml.ai) Kevin Murphy's Probabilistic Machine Learning book series site, with free introductory and advanced volumes. Intermediate learning_resource course US en - ### [NIST AI 600-1 GenAI Profile](/foundations/courses-and-learning-paths/nist-ai-600-1-genai-profile/index.md) by [NIST](https://www.nist.gov/) NIST AI 600-1 PDF: Generative AI Profile of the AI RMF listing 12 GenAI-specific risks and suggested actions. Intermediate learning_resource docs US en - ### [NIST AI glossary](/foundations/courses-and-learning-paths/nist-ai-glossary/index.md) by [NIST](https://www.nist.gov/) NIST AI Resource Center glossary of trustworthy-AI terms from the AI Risk Management Framework, with references. Intermediate–Advanced learning_resource docs US en - ### [NIST AI Risk Management Framework](/foundations/courses-and-learning-paths/nist-ai-rmf-definitions-glossary/index.md) by [NIST](https://nist.gov/) NIST AI Risk Management Framework page: the Govern, Map, Measure and Manage framework with resources. Intermediate learning_resource docs US en - ### [OECD AI Principles & AI system definition](/foundations/courses-and-learning-paths/oecd-ai-principles-ai-system-definition/index.md) by [OECD](https://www.oecd.org/) OECD.AI page on the OECD AI Principles and the OECD definition of an AI system. Intermediate–Advanced learning_resource docs global en - ### [Prince, Understanding Deep Learning](/foundations/courses-and-learning-paths/prince-understanding-deep-learning/index.md) by [udlbook](https://github.com/udlbook) Simon Prince's Understanding Deep Learning textbook site with free PDF and Python notebooks. Intermediate–Advanced learning_resource course US en - ### [Russell & Norvig AIMA](/foundations/courses-and-learning-paths/russell-norvig-aima/index.md) by [Stuart Russell and Peter Norvig](https://aima.cs.berkeley.edu/) Author site for Russell and Norvig's Artificial Intelligence: A Modern Approach, with code, exercises and resources. Intermediate learning_resource course US en - ### [Wikipedia: Large language model](/foundations/courses-and-learning-paths/wikipedia-large-language-model/index.md) by [Wikipedia (Wikimedia Foundation)](https://www.wikipedia.org/) Wikipedia article on large language models: definition, history, architecture, training and limitations. Intermediate–Advanced learning_resource docs US en [Plain-text Markdown copy](/learning-reference/definitions-canon/index.md)