LLM Roadmap: From Beginner to Advanced - 2nd Edition

Announcing the 2nd Edition of LLM Roadmap + Free Discount Coupon for Paid Subscribers

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:

1. LLM Basics & Architecture

2. 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)

3. 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)

4. 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 if you are a paid subscriber, you can get it for free using this coupon at checkout: