Books.md

AI Related Books

AI Agents

• AI Agents in Action

  • https://www.manning.com/books/ai-agents-in-action

• AI Agents and Applications, With LangChain, LangGraph, and MCP (2026)

  • https://www.manning.com/books/ai-agents-and-applications

AI Algorithms

• Grokking AI Algorithms (2nd Edition, 2026)
  • https://www.manning.com/books/grokking-ai-algorithms-second-edition

Deep Learning

• Deep Learning with PyTorch, Training and applying deep learning and generative AI models (2nd Edition, 2026)

  • https://www.manning.com/books/deep-learning-with-pytorch-second-edition

• Understanding Deep Learning

  • https://udlbook.github.io/udlbook/
    • "Sixty eight python notebook exercises with missing code to fill in based on the text"
  • https://www.amazon.com/Understanding-Deep-Learning-Simon-Prince/dp/0262048647/

Large Language Models (LLMs)

• Foundations of Large Language Models
  • https://arxiv.org/abs/2501.09223
  • "This is a book about large language models. As indicated by the title, it primarily focuses on foundational concepts rather than comprehensive coverage of all cutting-edge technologies. The book is structured into five main chapters, each exploring a key area: pre-training, generative models, prompting, alignment, and inference. It is intended for college students, professionals, and practitioners in natural language processing and related fields, and can serve as a reference for anyone interested in large language models."

Model Context Protocol (MCP)

• https://modelcontextprotocol.io/
  • https://modelcontextprotocol.io/docs/getting-started/intro