Complete LLM Roadmap: From Beginner to Advanced

Table of Contents:

1. LLM Basics & Architecture
2. Building & Training LLM From Scratch
   1. Best Resources On Building Datasets to Trian 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?
3. Building LLMs 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
4. Building LLM Project Portoflio
   1. 10 Large Language Models Projects Ideas To Build Your Portfolio
   2. 10 Guided Large Language Models Projects to Build Your Portfolio