--- id: "/tags/learning-reference/page/5/" title: "Learning Reference · page 5" url: "https://skillissue.dev/tags/learning-reference/page/5/" --- # Learning Reference [Beginner](/levels/beginner/index.md) [Intermediate](/levels/intermediate/index.md) [Advanced](/levels/advanced/index.md) [Expert](/levels/expert/index.md) 177 resources · page 5 of 6 - ### [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 - ### [Habr ML hub](/foundations/courses-and-learning-paths/habr-ml-hub/index.md) by [Habr](https://habr.com/) Habr machine learning hub: Russian-language articles on ML from practitioners and companies. Intermediate learning_resource guide Russia ru - ### [Happy-LLM](/foundations/courses-and-learning-paths/happy-llm/index.md) by [Datawhale](https://datawhale.cn) Datawhale Happy-LLM GitHub repo: Chinese tutorial on building an LLM from scratch, covering tokenizer, pretraining, SFT, LoRA, RAG and agents. Intermediate learning_resource course China zh - ### [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 - ### [HSE CS wiki](/foundations/courses-and-learning-paths/hse-cs-wiki/index.md) by [HSE University Faculty of Computer Science](https://cs.hse.ru/) HSE Faculty of Computer Science wiki with course pages for machine learning and deep learning, in Russian. Intermediate learning_resource course Russia ru - ### [Hung-yi Lee ML 2025 Spring](/foundations/courses-and-learning-paths/hung-yi-lee-ml-2025-spring/index.md) by [Hung-yi Lee (National Taiwan University)](https://speech.ee.ntu.edu.tw/~hylee/) Hung-yi Lee's ML 2025 Spring course page: agents, LLM internals, Mamba, post-training, reasoning and model editing. Intermediate learning_resource course Taiwan zh - ### [Hung-yi Lee ML 2026 Spring](/foundations/courses-and-learning-paths/hung-yi-lee-ml-2026-spring/index.md) by [Hung-yi Lee (National Taiwan University)](https://speech.ee.ntu.edu.tw/~hylee/) Hung-yi Lee's ML 2026 Spring course page at National Taiwan University with lectures and assignments. Intermediate learning_resource course Taiwan zh - ### [Learning in the Open: What AI Is and Isn't Changing (Khan Academy)](/foundations/courses-and-learning-paths/khan-academy-learning-in-the-open-what-ai-is-and-isn-t-changing/index.md) by [Khan Academy](https://www.khanacademy.org/) Khan Academy post on lessons from deploying the Khanmigo AI tutor: what works and what does not. Intermediate learning_resource blog US en - ### [Letta docs](/foundations/courses-and-learning-paths/letta-docs/index.md) by [Letta](https://www.letta.com/) Letta documentation: platform for building stateful agents with persistent memory, successor to MemGPT. Intermediate learning_resource docs US en - ### [Llama Guard](/foundations/courses-and-learning-paths/llama-guard/index.md) by [Hakan Inan et al. (Meta)](https://ai.meta.com/) arXiv paper (2023) introducing Llama Guard, an LLM-based classifier for safeguarding human–AI conversation inputs and outputs. Intermediate learning_resource paper US en - ### [Made With ML](/foundations/courses-and-learning-paths/made-with-ml/index.md) by [Goku Mohandas (Made With ML, Anyscale)](https://madewithml.com/) Made With ML by Anyscale: course on designing, developing, deploying and iterating on production ML applications. Intermediate learning_resource course US en - ### [MemGPT](/foundations/courses-and-learning-paths/memgpt/index.md) by [Charles Packer et al. (UC Berkeley)](https://www.berkeley.edu/) arXiv paper (2023) introducing MemGPT, OS-style virtual context management for LLM agents. Intermediate learning_resource paper US en - ### [ML-Ops.org](/foundations/courses-and-learning-paths/ml-ops-org/index.md) by [INNOQ (ml-ops.org)](https://ml-ops.org/) ML-Ops.org: reference on MLOps principles and practices for operationalising machine-learning models. Intermediate learning_resource guide Germany 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 - ### [Second RIBA AI Report shows surge in usage among UK architects](/foundations/courses-and-learning-paths/riba-ai-report-2025-riba-news-release/index.md) by [Royal Institute of British Architects (RIBA)](https://www.riba.org/) RIBA news release on its second AI report, showing rising AI use among UK architects. Intermediate learning_resource paper UK 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 - ### [Stanford CS229](/foundations/courses-and-learning-paths/stanford-cs229/index.md) by [Stanford University](https://www.stanford.edu/) Stanford CS229 Machine Learning course site with lecture notes on learning algorithms and statistical foundations. Intermediate learning_resource course US en - ### [Stanford CS25 Transformers United V6](/foundations/courses-and-learning-paths/stanford-cs25-transformers-united-v6/index.md) by [Stanford University (CS25)](https://www.stanford.edu/) Stanford CS25 Transformers United V6 seminar site with talks by researchers on transformer research. Intermediate–Advanced learning_resource course US en - ### [The Convergence of AI and Creativity: Introducing Ghostwriter (Ubisoft)](/foundations/courses-and-learning-paths/ubisoft-ghostwriter/index.md) by [Ubisoft](https://www.ubisoft.com/) Ubisoft post introducing Ghostwriter, an in-house AI tool that drafts NPC dialogue barks for writers. Intermediate learning_resource guide France en - ### [UK Government AI Playbook](/foundations/courses-and-learning-paths/uk-government-ai-playbook/index.md) by [Government Digital Service (UK Government)](https://www.gov.uk/government/organisations/government-digital-service) AI Playbook for the UK Government: principles and guidance for civil servants on using AI safely, including procurement. Intermediate learning_resource guide UK en - ### [UNESCO guidance for generative AI in education and research](/foundations/courses-and-learning-paths/unesco-guidance-for-generative-ai-in-education-and-research/index.md) by [UNESCO](https://www.unesco.org/) UNESCO guidance on generative AI in education and research for governments and institutions. Intermediate learning_resource guide Global / UNESCO en - ### [Why Do Multi-Agent LLM Systems Fail?](/foundations/courses-and-learning-paths/why-do-multi-agent-llm-systems-fail/index.md) by [Mert Cemri et al. (UC Berkeley)](https://www.berkeley.edu/) arXiv paper (2025) analysing why multi-agent LLM systems fail, with a taxonomy of 14 failure modes. Intermediate–Advanced learning_resource paper 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 - ### [Yandex ML Handbook (Учебник по машинному обучению)](/foundations/courses-and-learning-paths/yandex-ml-handbook/index.md) by [Yandex Education](https://education.yandex.ru/) Yandex School of Data Analysis machine learning handbook in Russian, from classical algorithms to deep learning theory, with maths and code. Intermediate–Advanced learning_resource book Russia ru - ### [YSDA NLP course](/foundations/courses-and-learning-paths/ysda-nlp-course/index.md) by [Yandex School of Data Analysis](https://yandexdataschool.com) YSDA nlp_course GitHub repo: natural-language-processing course from Yandex School of Data Analysis with lectures and notebooks. Intermediate learning_resource course Russia; international en - ### [arXiv cs.AI recent](/foundations/courses-and-learning-paths/arxiv-cs-ai-recent/index.md) by [arXiv (Cornell University)](https://arxiv.org/) arXiv listing of recent papers in the cs.AI (Artificial Intelligence) category. Advanced–Expert learning_resource paper US en - ### [Attention Is All You Need](/foundations/courses-and-learning-paths/attention-is-all-you-need/index.md) by [Ashish Vaswani et al. (Google)](https://ai.google/) arXiv paper (2017) "Attention Is All You Need", introducing the Transformer architecture. 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