--- id: "/foundations/page/19/" title: "Foundations · page 19" creator: null creator_url: null creator_x: null url: "https://skillissue.dev/foundations/page/19/" 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 --- # Foundations Understand language models and choose a learning path. - [Llm Fundamentals](/foundations/llm-fundamentals/index.md) (139) - [Courses And Learning Paths](/foundations/courses-and-learning-paths/index.md) (179) - [From Scratch Implementations](/foundations/from-scratch-implementations/index.md) (1) - [Practitioner Overviews](/foundations/practitioner-overviews/index.md) (387) [Beginner](/foundations/beginner/index.md) [Intermediate](/foundations/intermediate/index.md) [Advanced](/foundations/advanced/index.md) [Expert](/foundations/expert/index.md) 706 resources · page 19 of 23 - ### [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 - ### [ChinAI Newsletter (Jeffrey Ding)](/foundations/practitioner-overviews/jeffrey-ding-jjding99-chinai/index.md) Creator not supplied; see original source. Jeffrey Ding's ChinAI newsletter: weekly English translations of Chinese writing on China's AI landscape. Intermediate · unknown · unknown resource · en - ### [Karpathy: Unreasonable Effectiveness of RNNs](/foundations/llm-fundamentals/karpathy-unreasonable-effectiveness-of-rnns/index.md) Creator not supplied; see original source. Andrej Karpathy's 2015 essay The Unreasonable Effectiveness of Recurrent Neural Networks, with char-RNN examples. Intermediate · unknown · unknown resource · und - ### [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 - ### [LightGBM documentation](/foundations/llm-fundamentals/lightgbm-documentation/index.md) Creator not supplied; see original source. LightGBM documentation: gradient boosting framework with tree-based learning, tuning guides and distributed training. 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 - ### [Recurrent Neural Networks and LSTM (Jürgen Schmidhuber)](/foundations/llm-fundamentals/lstm/index.md) Creator not supplied; see original source. Jürgen Schmidhuber's IDSIA page on recurrent neural networks and LSTM, with history and references. Intermediate · unknown · unknown resource · und - ### [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 - ### [NN/g: Artificial Intelligence topic hub](/foundations/practitioner-overviews/nn-g-artificial-intelligence-topic-hub/index.md) Creator not supplied; see original source. Nielsen Norman Group AI topic hub: UX research articles, videos and courses on designing with and for AI. Intermediate · unknown · unknown resource · en - ### [npaka](/foundations/practitioner-overviews/npaka/index.md) Creator not supplied; see original source. npaka's note.com blog: Japanese-language how-to articles on LLM APIs, frameworks and new AI tools. Intermediate · unknown · unknown resource · ja - ### [NYU Deep Learning (LeCun/Canziani)](/foundations/llm-fundamentals/nyu-deep-learning-lecun-canziani/index.md) Creator not supplied; see original source. NYU Deep Learning course (Spring 2021) by Yann LeCun and Alfredo Canziani, with lectures, labs and notebooks. 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 - ### [OECD AI Recommendation (OECD-LEGAL-0449)](/foundations/llm-fundamentals/oecd-ai-recommendation-oecd-legal-0449/index.md) Creator not supplied; see original source. OECD Recommendation of the Council on Artificial Intelligence, the source of the OECD AI Principles and AI system definition. Intermediate · unknown · unknown resource · en|fr - ### [PDE-Transformer](/foundations/llm-fundamentals/pde-transformer/index.md) Creator not supplied; see original source. PDE-Transformer project page: transformer architecture for learning partial differential equations from data. Intermediate · unknown · unknown resource · und - ### [Physics-based Deep Learning (TUM)](/foundations/llm-fundamentals/physics-based-deep-learning-tum/index.md) Creator not supplied; see original source. Physics-based Deep Learning book from TUM: hands-on guide to combining physical simulation with deep learning. Intermediate · unknown · unknown resource · en - ### [PointNet](/foundations/llm-fundamentals/pointnet/index.md) Creator not supplied; see original source. PointNet project page: deep network architecture that consumes raw point clouds for 3D classification and segmentation. Intermediate · unknown · unknown resource · und - ### [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 - ### [Roboflow documentation](/foundations/llm-fundamentals/roboflow-documentation/index.md) Creator not supplied; see original source. Roboflow documentation for building computer-vision datasets, training models and deploying them. 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 - ### [Sarah Guo (@saranormous)](/foundations/practitioner-overviews/sarah-guo-saranormous/index.md) Creator not supplied; see original source. No Priors podcast YouTube channel (Sarah Guo and Elad Gil): interviews with AI founders and researchers. Intermediate · unknown · unknown resource · en - ### [Sean Grove (@sgrove)](/foundations/practitioner-overviews/sean-grove-sgrove/index.md) Creator not supplied; see original source. AI Engineer YouTube channel: conference talks, such as Sean Grove's The New Code on specs as the primary artifact. Intermediate · unknown · unknown resource · en - ### [LLMs-from-scratch (book code)](/foundations/from-scratch-implementations/sebastian-raschka-llms-from-scratch/index.md) by [Sebastian Raschka](https://github.com/rasbt/LLMs-from-scratch) Follow a GPT implementation rather than treating the model as a black box. Intermediate · West · closed resource · en [Previous page](/foundations/page/18/index.md) [Next page](/foundations/page/20/index.md) [Plain-text Markdown copy](/foundations/page/19/index.md)