---
id: "/foundations/intermediate/"
title: "Foundations for intermediate learners"
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url: "https://skillissue.dev/foundations/intermediate/"
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level_max: null
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---

# Foundations for intermediate learners

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

4 resources · page 1 of 1

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### [Neural Networks: Zero to Hero](/foundations/courses-and-learning-paths/andrej-karpathy-neural-networks-zero-to-hero/index.md)

by [Andrej Karpathy](https://karpathy.ai/zero-to-hero.html)

Learn neural networks by implementing them in Python.

Intermediate · West · closed resource · en

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### [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 · other · open resource · en

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### [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

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### [Applied LLMs: What We've Learned From A Year of Building with LLMs](/foundations/practitioner-overviews/yan-bischof-frye-husain-liu-shankar-applied-llms-what-we-ve-learned-from-a-year-of-building-with-llms/index.md)

by [Yan, Bischof, Frye, Husain, Liu, Shankar](https://applied-llms.org/)

Cross-functional lessons from building language-model applications.

Intermediate · West · closed resource · en

[Plain-text Markdown copy](/foundations/intermediate/index.md)