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# 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 10 of 23

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### [Machinelearning (@ai_machinelearning_big_data)](/foundations/practitioner-overviews/machinelearning-ai-machinelearning-big-data/index.md)

Creator not supplied; see original source.

Russian-language Telegram channel aggregating machine learning and data science news, papers and tutorials.

Not applicable (entity) · unknown · unknown resource · ru 

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### [Mario Zechner (@badlogicgames)](/foundations/practitioner-overviews/mario-zechner-badlogicgames/index.md)

Creator not supplied; see original source.

Mario Zechner's site: developer writing on coding agents and building agent tools.

Not applicable (entity) · unknown · unknown resource · en|de 

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### [Maritaca AI (Rodrigo Nogueira)](/foundations/practitioner-overviews/maritaca-ai-rodrigo-nogueira/index.md)

Creator not supplied; see original source.

Maritaca AI site: Brazilian company behind the Sabiá family of Portuguese language models.

Not applicable (entity) · unknown · unknown resource · pt 

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### [@math_rachel (Rachel Thomas)](/foundations/practitioner-overviews/math-rachel-rachel-thomas/index.md)

Creator not supplied; see original source.

X account of Rachel Thomas, fast.ai co-founder: posts on AI ethics and practical deep learning.

Not applicable (entity) · unknown · unknown resource · und 

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### [Matt Pocock (@mattpocockuk)](/foundations/practitioner-overviews/matt-pocock-mattpocockuk/index.md)

Creator not supplied; see original source.

Matt Pocock's AI Hero: courses on AI engineering for developers, including the AI SDK.

Not applicable (entity) · unknown · unknown resource · en 

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### [Matt Turck (@mattturck)](/foundations/practitioner-overviews/matt-turck-mattturck/index.md)

Creator not supplied; see original source.

Matt Turck's site: FirstMark investor's essays on the MAD (ML, AI, data) landscape and The MAD Podcast.

Not applicable (entity) · unknown · unknown resource · en 

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### [@mattshumer_ (Matt Shumer)](/foundations/practitioner-overviews/mattshumer-matt-shumer/index.md)

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X account of Matt Shumer, former HyperWrite CEO: posts on AI models and tools.

Not applicable (entity) · unknown · unknown resource · und 

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### [Mava](/foundations/llm-fundamentals/mava/index.md)

Creator not supplied; see original source.

InstaDeep Mava GitHub repo: codebase for experiments in multi-agent reinforcement learning.

Not applicable (entity) · unknown · unknown resource · en 

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### [Max Woolf (@minimaxir)](/foundations/practitioner-overviews/max-woolf-minimaxir/index.md)

Creator not supplied; see original source.

Max Woolf's blog: data-heavy experiments testing LLM code generation and prompting claims.

Not applicable (entity) · unknown · unknown resource · en 

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### [llm-course (Maxime Labonne)](/foundations/practitioner-overviews/maxime-labonne-maximelabonne-llm-course/index.md)

Creator not supplied; see original source.

Maxime Labonne's LLM Course GitHub repo: roadmaps and notebooks for learning to build and fine-tune LLMs.

Not applicable (entity) · unknown · unknown resource · en 

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### [@maximelabonne (Maxime Labonne)](/foundations/practitioner-overviews/maximelabonne-maxime-labonne/index.md)

Creator not supplied; see original source.

X account of Maxime Labonne, Liquid AI head of post-training: posts on fine-tuning and model merging.

Not applicable (entity) · unknown · unknown resource · und 

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### [MBZUAI ORYX](/foundations/llm-fundamentals/mbzuai-oryx/index.md)

Creator not supplied; see original source.

MBZUAI ORYX GitHub organisation: code for vision-language models and multimodal evaluation.

Not applicable (entity) · unknown · unknown resource · en 

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### [@mckaywrigley (Mckay Wrigley)](/foundations/practitioner-overviews/mckaywrigley-mckay-wrigley/index.md)

Creator not supplied; see original source.

X account of Mckay Wrigley: tutorials and demos on building with AI coding tools.

Not applicable (entity) · unknown · unknown resource · und 

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### [Melanie Mitchell (@MelMitchell1)](/foundations/practitioner-overviews/melanie-mitchell-melmitchell1/index.md)

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Melanie Mitchell's Substack AI: A Guide for Thinking Humans, on AI developments and reasoning abilities.

Not applicable (entity) · unknown · unknown resource · en 

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### [Mem0](/foundations/courses-and-learning-paths/mem0/index.md)

Creator not supplied; see original source.

Mem0 GitHub repo: memory layer providing persistent memory for AI agents.

Not applicable (entity) · unknown · unknown resource · en 

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### [Merve Noyan (@mervenoyann)](/foundations/practitioner-overviews/merve-noyan-mervenoyann/index.md)

Creator not supplied; see original source.

Merve Noyan's Hugging Face profile: vision-language model explainers, notebooks and demos.

Not applicable (entity) · unknown · unknown resource · en 

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### [@mervenoyann (Merve Noyan)](/foundations/practitioner-overviews/merve-noyan-mervenoyann-2/index.md)

Creator not supplied; see original source.

X account of Merve Noyan, Hugging Face: explainers on open vision-language model releases.

Not applicable (entity) · unknown · unknown resource · en 

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### [@METR_Evals (METR)](/foundations/practitioner-overviews/metr-evals-metr/index.md)

Creator not supplied; see original source.

X account of METR: research on evaluating autonomous capabilities and risks of frontier AI models.

Not applicable (entity) · unknown · unknown resource · und 

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### [MEXT Japan: Guideline for GenAI in primary and secondary education v2.0 (PDF)](/foundations/courses-and-learning-paths/mext-japan-guideline-for-genai-in-primary-and-secondary-education-v2-0-pdf/index.md)

Creator not supplied; see original source.

MEXT guideline v2.0 (PDF) on generative AI use in Japanese primary and secondary education.

Not applicable (entity) · unknown · unknown resource · ja 

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### [Mihail Eric (@mihail_eric)](/foundations/practitioner-overviews/mihail-eric-mihail-eric/index.md)

Creator not supplied; see original source.

Mihail Eric's site: engineer and educator teaching AI-assisted software development.

Not applicable (entity) · unknown · unknown resource · en 

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### [@mihail_eric (Mihail Eric)](/foundations/practitioner-overviews/mihail-eric-mihail-eric-2/index.md)

Creator not supplied; see original source.

X account of Mihail Eric, Stanford AI productivity instructor: posts on AI-assisted software development.

Not applicable (entity) · unknown · unknown resource · und 

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### [Mike Knoop (@mikeknoop)](/foundations/practitioner-overviews/mike-knoop-mikeknoop/index.md)

Creator not supplied; see original source.

ARC Prize site, co-founded by Mike Knoop: nonprofit running the ARC-AGI benchmarks and prizes.

Not applicable (entity) · unknown · unknown resource · en 

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### [Mila (Montreal)](/foundations/courses-and-learning-paths/mila-montreal/index.md)

Creator not supplied; see original source.

Mila: Quebec AI institute in Montreal uniting researchers from several universities.

Not applicable (entity) · unknown · unknown resource · en 

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### [Miles Brundage (@Miles_Brundage)](/foundations/practitioner-overviews/miles-brundage-miles-brundage/index.md)

Creator not supplied; see original source.

Miles Brundage's Substack on AI policy, governance and safety.

Not applicable (entity) · unknown · unknown resource · en 

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### [MindSpore framework](/foundations/llm-fundamentals/mindspore-framework/index.md)

Creator not supplied; see original source.

MindSpore GitHub repo: Huawei's open-source deep learning training and inference framework.

Not applicable (entity) · unknown · unknown resource · zh 

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### [@MiniMax_AI (MiniMax)](/foundations/practitioner-overviews/minimax-ai-minimax-official/index.md)

Creator not supplied; see original source.

X account of MiniMax: announcements of MiniMax language, speech and video models.

Not applicable (entity) · unknown · unknown resource · und 

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### [MiniMind](/foundations/courses-and-learning-paths/minimind/index.md)

Creator not supplied; see original source.

MiniMind GitHub repo: training a small GPT-style language model from scratch on one consumer GPU.

Not applicable (entity) · unknown · unknown resource · zh|en 

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### [MIT 6.5940 TinyML/efficient DL](/foundations/courses-and-learning-paths/mit-6-5940-tinyml-efficient-dl/index.md)

Creator not supplied; see original source.

MIT 6.5940 TinyML and Efficient Deep Learning course (Fall 2024): quantisation, pruning and efficient LLM serving.

Not applicable (entity) · unknown · unknown resource · en 

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### [MIT 6.S191](/foundations/courses-and-learning-paths/mit-6-s191/index.md)

Creator not supplied; see original source.

MIT 6.S191 Introduction to Deep Learning: annual course with lectures, slides and labs.

Not applicable (entity) · unknown · unknown resource · en 

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### [How Chinese short dramas became AI content machines (MIT Technology Review)](/foundations/courses-and-learning-paths/mit-technology-review-chinese-short-dramas-and-ai-15-may-2026/index.md)

Creator not supplied; see original source.

MIT Technology Review report on Chinese short dramas produced largely with AI.

Not applicable (entity) · unknown · unknown resource · en 

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### [Mitchell Hashimoto (@mitchellh)](/foundations/practitioner-overviews/mitchell-hashimoto-mitchellh/index.md)

Creator not supplied; see original source.

Mitchell Hashimoto's personal site: HashiCorp co-founder and Ghostty creator, with writing on AI-assisted development.

Not applicable (entity) · unknown · unknown resource · en 

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### [Mitchell Hashimoto writing](/foundations/courses-and-learning-paths/mitchell-hashimoto-writing/index.md)

Creator not supplied; see original source.

Mitchell Hashimoto's writing index, including posts on AI-assisted programming practice.

Not applicable (entity) · unknown · unknown resource · en 

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