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# Foundations for beginner learners

[Beginner](/foundations/beginner/index.md) [Intermediate](/foundations/intermediate/index.md) [Advanced](/foundations/advanced/index.md) [Expert](/foundations/expert/index.md)

553 resources · page 18 of 18

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### [Neural Networks: Zero to Hero (Karpathy)](/foundations/llm-fundamentals/neural-networks-zero-to-hero-karpathy/index.md)

Creator not supplied; see original source.

Andrej Karpathy's Neural Networks: Zero to Hero video course, building micrograd, makemore, GPT and a tokenizer in code.

Beginner–Intermediate · unknown · unknown resource · en 

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### [ODS.ai course tracks](/foundations/courses-and-learning-paths/ods-ai-course-tracks/index.md)

Creator not supplied; see original source.

Open Data Science course tracks: Russian-language courses on NLP, LLMs, MLOps and other ML topics.

Beginner–Intermediate · unknown · unknown resource · ru|en 

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### [Prompt Engineering Guide (DAIR.AI)](/foundations/courses-and-learning-paths/prompt-engineering-guide-dair-ai/index.md)

Creator not supplied; see original source.

DAIR.AI Prompt Engineering Guide: overview of prompting techniques, applications and model notes, in many languages.

Beginner–Intermediate · unknown · unknown resource · en 

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### [Rob Miles (@robertskmiles)](/foundations/practitioner-overviews/rob-miles-robertskmiles/index.md)

Creator not supplied; see original source.

Rob Miles' YouTube channel: explainers on AI alignment problems.

Beginner · unknown · unknown resource · en 

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### [TeddyNote 테디노트](/foundations/practitioner-overviews/teddynote/index.md)

Creator not supplied; see original source.

TeddyNote YouTube channel: Korean-language tutorials on applied LLMs, RAG and LangChain.

Beginner · unknown · unknown resource · ko 

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### [Transformer Explainer (Georgia Tech)](/foundations/courses-and-learning-paths/transformer-explainer-georgia-tech/index.md)

Creator not supplied; see original source.

Georgia Tech Transformer Explainer: interactive in-browser visualisation of how a GPT-2 transformer works.

Beginner · unknown · unknown resource · en 

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### [Transkribus Help Center](/foundations/courses-and-learning-paths/transkribus-help-center/index.md)

Creator not supplied; see original source.

Transkribus Help Center: guides to training and applying handwriting-recognition models on documents.

Beginner · unknown · unknown resource · en 

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### [Unsloth RL / GRPO guide](/foundations/llm-fundamentals/unsloth-rl-grpo-guide/index.md)

Creator not supplied; see original source.

Unsloth reinforcement learning guide: training reasoning models with GRPO, with linked tutorials and advanced RL docs.

Beginner–Intermediate · unknown · unknown resource · en 

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### [Учебник по машинному обучению / YSDA ML textbook](/foundations/courses-and-learning-paths/ysda-ml-textbook/index.md)

Creator not supplied; see original source.

Yandex School of Data Analysis ML textbook in Russian, from basic algorithms to current research, with maths and code.

Beginner · unknown · unknown resource · ru 

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