AniruddhaChattopadhyay/Books resource

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1863 stars · 308 forks observed · 2026-08-28

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

A curated repository of freely shareable PDF books on AI and machine learning, covering deep learning, LLMs, reinforcement learning, and the underlying math. It serves as a personal reference shelf with direct links to each book.

Use cases

• find free machine learning books to download
• prepare for deep learning interviews with curated Q&As
• learn the math foundations of ML like linear algebra and probability
• get an introduction to how large language models work
• study reinforcement learning from beginner to advanced
• find guides on fine-tuning and building AI agents

When to choose

• you want a curated, one-stop collection of freely shareable AI/ML books
• you need quick reference PDFs for ML math, interviews, or LLM topics
• you prefer reading comprehensive books over scattered tutorials

When to avoid

• you need interactive courses or hands-on code examples rather than books
• you need software or tools rather than reading material
• you require licensed or paid textbooks not included here

Facets

learning-resource · maturity active

documentation artificial-intelligence machine-learning deep-learning large-language-models tutorials cross-platform books pdf-collection curated-list machine-learning-math reinforcement-learning llm self-study

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