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LLM Roadmap: From Beginner to Advanced — 2nd Edition

Announcing the 2nd Edition of LLM Roadmap + 50% Discount Coupon for my Followers

2 min readJul 6, 2025

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I am happy to announce that I have published the 2nd edition of the Complete LLM Roadmap: From Beginner to Advanced.

Last year, I published the LLM Roadmap e-book, and since then, it has been the bestseller on To Data & Beyond. However, with this field moving very quickly, I have to update it and publish a second edition.

I added 4 new chapters in this new edition:

  • Best Resources to Build & Understand Vision Language Models
  • Top Free Learning Resources to Master LLM Agents
  • Master MCP: The Best Free Learning Resources
  • 9 Production Level Guided LLM, RAG, & Agents Projects

Here is the 2nd edition table of contents:

Part I: LLM Basics & Architecture

Part II: Building & Training LLM From Scratch

  1. Best Resources On Building Datasets to Train LLMs
  2. Mastering Large Language Model (LLM) Fine-Tuning: Top Learning Resources
  3. 14 Free Large Language Models Fine-Tuning Notebooks
  4. Best Resources to Learn & Understand Evaluating LLMs
  5. Overview of LLM Quantization Techniques & Where to Learn Each of Them?
  6. Top Resources to Learn & Understand RLHF & LLM Alignment
  7. How to Stay Updated with LLMs Research & Industry News?
  8. Best Resources to Build & Understand Vision Language Models (New)

Part III: Building LLM Applications In Production

  1. Best Resoruces to Learn Prompt Engineering
  2. Top Resources to Master Vector Databases & Building a Vector Storage
  3. Top Resources to Master RAG: From Basic Level to Advanced
  4. 5 Free Tools to Run Large Language Models (LLM) Locally on Your Laptop
  5. Deploying LLMs: Top Learning & Educational Resources to Get Started
  6. Getting Started with LLM Inference Optimization: Best Resources
  7. What is LLMOps and How to Get Started With It?
  8. Securing LLMs: Best Learning & Educational Resources
  9. Top Free Learning Resources to Master LLM Agents (New)
  10. Master MCP: The Best Free Learning Resources (New)

Part IV: Building LLM Project Portfolio

  1. 10 Large Language Models Projects Ideas To Build Your Portfolio
  2. 10 Guided Large Language Models Projects to Build Your Portfolio
  3. 9 Production Level Guided LLM, RAG, & Agents Projects (New)

You can buy the book from here, and you can get a 50% discount by using this coupon at checkout: NLWYC9X

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