jacobhilton/deep_learning_curriculum resource

Health v2 · maintenance only

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1686 stars · 123 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

An advanced deep learning curriculum focused on large language model alignment, written by a researcher as of July 2022. It is a curated reading/study guide for people with a strong quantitative background, not a software tool.

Use cases

• learn deep learning for LLM alignment research
• find a structured self-study path for advanced deep learning
• study curriculum for transitioning into AI safety research
• get up to speed on recent deep learning developments
• find mentorship-friendly study material for ML

When to choose

• you already know basic deep learning and math prerequisites
• you want a curated, research-oriented reading list on LLM alignment
• you have a mentor or study partner to work through it with

When to avoid

• you are a complete beginner to machine learning
• you need up-to-date content covering post-2022 developments
• you want interactive exercises or runnable code rather than a reading list

Facets

learning-resource · maturity maintenance

machine-learning deep-learning llm-training deep-learning large-language-models tutorials artificial-intelligence cross-platform curriculum alignment self-study education

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For agents

markdown · JSON · MCP: product_card(name="jacobhilton/deep_learning_curriculum")