LLM Roadmap from Beginner to Advanced Level
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Youssef Hosni
Complete LLM Roadmap: From Beginner to Advanced
Table of Contents:
- LLM Basics & Architecture
-
Building & Training LLM From Scratch
- Best Resources On Building Datasets to Trian LLMs
- Mastering Large Language Model (LLM) Fine-Tuning: Top Learning Resources
- 14 Free Large Language Models Fine-Tuning Notebooks
- Best Resources to Learn & Understand Evaluating LLMs
- Overview of LLM Quantization Techniques & Where to Learn Each of Them?
- Top Resources to Learn & Understand RLHF & LLM Alignment
- How to Stay Updated with LLMs Research & Industry News?
-
Building LLMs Applications In Production
- Best Resoruces to Learn Prompt Engineering
- Top Resources to Master Vector Databases & Building a Vector Storage
- Top Resources to Master RAG: From Basic Level to Advanced
- 5 Free Tools to Run Large Language Models (LLM) Locally on Your Laptop
- Deploying LLMs: Top Learning & Educational Resources to Get Started
- Getting Started with LLM Inference Optimization: Best Resources
- What is LLMOps and How to Get Started With It?
- Securing LLMs: Best Learning & Educational Resources
-
Building LLM Project Portoflio
- 10 Large Language Models Projects Ideas To Build Your Portfolio
- 10 Guided Large Language Models Projects to Build Your Portfolio
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LLM Roadmap from Beginner to Advanced Level
Pages
119
Size
12.2 MB
Length
119 pages
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