--- id: "/foundations/courses-and-learning-paths/page/5/" title: "Courses And Learning Paths: 179 curated resources · page 5" creator: null creator_url: null creator_x: null url: "https://skillissue.dev/foundations/courses-and-learning-paths/page/5/" level: null level_max: null category: null subcategory: null region: null license: null license_scope: null access: null models: null source_date: null date_added: null resource_kind: null verification_basis: null access_evidence: null domain_top: null domain_sub: null last_verified: null --- # Courses And Learning Paths: 179 curated resources Curated material on courses and learning paths within foundations. [Beginner](/foundations/beginner/index.md) [Intermediate](/foundations/intermediate/index.md) [Advanced](/foundations/advanced/index.md) [Expert](/foundations/expert/index.md) 179 resources · page 5 of 6 - ### [Goodfellow et al., Deep Learning](/foundations/courses-and-learning-paths/goodfellow-et-al-deep-learning/index.md) Creator not supplied; see original source. Author site for the Deep Learning textbook by Goodfellow, Bengio and Courville, free to read online. Intermediate · unknown · unknown resource · en - ### [Google ML Glossary](/foundations/courses-and-learning-paths/google-ml-glossary/index.md) Creator not supplied; see original source. Google Machine Learning Glossary defining ML terms, including TensorFlow and large language model terminology. Intermediate–Advanced · unknown · unknown resource · en - ### [Habr ML hub](/foundations/courses-and-learning-paths/habr-ml-hub/index.md) Creator not supplied; see original source. Habr machine learning hub: Russian-language articles on ML from practitioners and companies. Intermediate · unknown · unknown resource · ru - ### [Happy-LLM](/foundations/courses-and-learning-paths/happy-llm/index.md) Creator not supplied; see original source. Datawhale Happy-LLM GitHub repo: Chinese tutorial on building an LLM from scratch, covering tokenizer, pretraining, SFT, LoRA, RAG and agents. Intermediate · unknown · unknown resource · zh - ### [HF Transformers glossary](/foundations/courses-and-learning-paths/hf-transformers-glossary/index.md) Creator not supplied; see original source. Hugging Face Transformers glossary defining terms used in transformer models and the library. Intermediate–Advanced · unknown · unknown resource · en - ### [HSE CS wiki](/foundations/courses-and-learning-paths/hse-cs-wiki/index.md) Creator not supplied; see original source. HSE Faculty of Computer Science wiki with course pages for machine learning and deep learning, in Russian. Intermediate · unknown · unknown resource · ru - ### [Hugging Face LLM Course](/foundations/courses-and-learning-paths/hugging-face-hugging-face-llm-course/index.md) by [Hugging Face](https://huggingface.co/learn/llm-course) A structured route through the Hugging Face ecosystem. Intermediate–Advanced · other · open resource · en - ### [Hung-yi Lee ML 2025 Spring](/foundations/courses-and-learning-paths/hung-yi-lee-ml-2025-spring/index.md) Creator not supplied; see original source. Hung-yi Lee's ML 2025 Spring course page: agents, LLM internals, Mamba, post-training, reasoning and model editing. Intermediate · unknown · unknown resource · zh - ### [Hung-yi Lee ML 2026 Spring](/foundations/courses-and-learning-paths/hung-yi-lee-ml-2026-spring/index.md) Creator not supplied; see original source. Hung-yi Lee's ML 2026 Spring course page at National Taiwan University with lectures and assignments. Intermediate · unknown · unknown resource · 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) Creator not supplied; see original source. Khan Academy post on lessons from deploying the Khanmigo AI tutor: what works and what does not. Intermediate · unknown · unknown resource · en - ### [Letta docs](/foundations/courses-and-learning-paths/letta-docs/index.md) Creator not supplied; see original source. Letta documentation: platform for building stateful agents with persistent memory, successor to MemGPT. Intermediate · unknown · unknown resource · en - ### [Llama Guard](/foundations/courses-and-learning-paths/llama-guard/index.md) Creator not supplied; see original source. arXiv paper (2023) introducing Llama Guard, an LLM-based classifier for safeguarding human–AI conversation inputs and outputs. Intermediate · unknown · unknown resource · en - ### [Made With ML](/foundations/courses-and-learning-paths/made-with-ml/index.md) Creator not supplied; see original source. Made With ML by Anyscale: course on designing, developing, deploying and iterating on production ML applications. Intermediate · unknown · unknown resource · en - ### [MemGPT](/foundations/courses-and-learning-paths/memgpt/index.md) Creator not supplied; see original source. arXiv paper (2023) introducing MemGPT, OS-style virtual context management for LLM agents. Intermediate · unknown · unknown resource · en - ### [ML-Ops.org](/foundations/courses-and-learning-paths/ml-ops-org/index.md) Creator not supplied; see original source. ML-Ops.org: reference on MLOps principles and practices for operationalising machine-learning models. Intermediate · unknown · unknown resource · en - ### [Murphy, Probabilistic ML](/foundations/courses-and-learning-paths/murphy-probabilistic-ml/index.md) Creator not supplied; see original source. Kevin Murphy's Probabilistic Machine Learning book series site, with free introductory and advanced volumes. Intermediate · unknown · unknown resource · en - ### [NIST AI 600-1 GenAI Profile](/foundations/courses-and-learning-paths/nist-ai-600-1-genai-profile/index.md) Creator not supplied; see original source. NIST AI 600-1 PDF: Generative AI Profile of the AI RMF listing 12 GenAI-specific risks and suggested actions. Intermediate · unknown · unknown resource · en - ### [NIST AI glossary](/foundations/courses-and-learning-paths/nist-ai-glossary/index.md) Creator not supplied; see original source. NIST AI Resource Center glossary of trustworthy-AI terms from the AI Risk Management Framework, with references. Intermediate–Advanced · unknown · unknown resource · en - ### [NIST AI Risk Management Framework](/foundations/courses-and-learning-paths/nist-ai-rmf-definitions-glossary/index.md) Creator not supplied; see original source. NIST AI Risk Management Framework page: the Govern, Map, Measure and Manage framework with resources. Intermediate · unknown · unknown resource · en - ### [OECD AI Principles & AI system definition](/foundations/courses-and-learning-paths/oecd-ai-principles-ai-system-definition/index.md) Creator not supplied; see original source. OECD.AI page on the OECD AI Principles and the OECD definition of an AI system. Intermediate–Advanced · unknown · unknown resource · en - ### [Prince, Understanding Deep Learning](/foundations/courses-and-learning-paths/prince-understanding-deep-learning/index.md) Creator not supplied; see original source. Simon Prince's Understanding Deep Learning textbook site with free PDF and Python notebooks. Intermediate–Advanced · unknown · unknown resource · 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) Creator not supplied; see original source. RIBA news release on its second AI report, showing rising AI use among UK architects. Intermediate · unknown · unknown resource · en - ### [Russell & Norvig AIMA](/foundations/courses-and-learning-paths/russell-norvig-aima/index.md) Creator not supplied; see original source. Author site for Russell and Norvig's Artificial Intelligence: A Modern Approach, with code, exercises and resources. Intermediate · unknown · unknown resource · en - ### [Stanford CS229](/foundations/courses-and-learning-paths/stanford-cs229/index.md) Creator not supplied; see original source. Stanford CS229 Machine Learning course site with lecture notes on learning algorithms and statistical foundations. Intermediate · unknown · unknown resource · en - ### [Stanford CS25 Transformers United V6](/foundations/courses-and-learning-paths/stanford-cs25-transformers-united-v6/index.md) Creator not supplied; see original source. Stanford CS25 Transformers United V6 seminar site with talks by researchers on transformer research. Intermediate–Advanced · unknown · unknown resource · en - ### [The Convergence of AI and Creativity: Introducing Ghostwriter (Ubisoft)](/foundations/courses-and-learning-paths/ubisoft-ghostwriter/index.md) Creator not supplied; see original source. Ubisoft post introducing Ghostwriter, an in-house AI tool that drafts NPC dialogue barks for writers. Intermediate · unknown · unknown resource · en - ### [UK Government AI Playbook](/foundations/courses-and-learning-paths/uk-government-ai-playbook/index.md) Creator not supplied; see original source. AI Playbook for the UK Government: principles and guidance for civil servants on using AI safely, including procurement. Intermediate · unknown · unknown resource · 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) Creator not supplied; see original source. UNESCO guidance on generative AI in education and research for governments and institutions. Intermediate · unknown · unknown resource · en - ### [Why Do Multi-Agent LLM Systems Fail?](/foundations/courses-and-learning-paths/why-do-multi-agent-llm-systems-fail/index.md) Creator not supplied; see original source. arXiv paper (2025) analysing why multi-agent LLM systems fail, with a taxonomy of 14 failure modes. Intermediate–Advanced · unknown · unknown resource · en - ### [Wikipedia: Large language model](/foundations/courses-and-learning-paths/wikipedia-large-language-model/index.md) Creator not supplied; see original source. Wikipedia article on large language models: definition, history, architecture, training and limitations. Intermediate–Advanced · unknown · unknown resource · en - ### [Yandex ML Handbook (Учебник по машинному обучению)](/foundations/courses-and-learning-paths/yandex-ml-handbook/index.md) Creator not supplied; see original source. Yandex School of Data Analysis machine learning handbook in Russian, from classical algorithms to deep learning theory, with maths and code. Intermediate–Advanced · unknown · unknown resource · ru - ### [YSDA NLP course](/foundations/courses-and-learning-paths/ysda-nlp-course/index.md) Creator not supplied; see original source. YSDA nlp_course GitHub repo: natural-language-processing course from Yandex School of Data Analysis with lectures and notebooks. 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