A handpicked compilation of articles and tutorials for beginners to start with generative AI by Youssef Hosni:
Introduction to Generative AI
- Introduction to Generative AI: What It Is & Main Applications
- Generative AI Learning Roadmap: From Absolute Beginner to Practioner [Part 1]
- Generative AI Learning Roadmap: From Absolute Beginner to Practioner [Part 2]
- Generative AI Learning Roadmap: From Absolute Beginner to Practioner [Part 3]
Generative Language Models & Applications
- What Are Large Language Models?
- 5 Challenges Come with Building LLM-Based Applications
- Vector Database: The Secret Behind Large Language Models Capabilities
- Parameter-Efficient Fine-Tuning (PEFT): Fine-tune Large Language Models with Limited Resources
Hands-On LangChain for LLM Applications Developments
- Hands-On LangChain for LLM Applications Development: Documents Loading
- Hands-On LangChain for LLM Applications Development: Documents Splitting [Part 1]
- Hands-On LangChain for LLM Applications Development: Documents Splitting [Part 2]
Projects
- Automating YouTube Script Writing with LangChain and Streamlit: A Step-by-Step Guide
- Building a PDF-Chat App using LangChain, OpenAI API & Streamlit
- Top 10 Open Source LLMs To USE In Your Next LLM Application
- 10 Large Language Models Projects To Build Your Portfolio
- 10 Guided Large Language Models Projects to Build Your Portfolio
Learning Resoruces & Roadmaps
- From Novice to Expert: A Comprehensive Step-by-Step Study Plan for Mastering LLMs
- Top 10 Large Language Models GitHub Repository
- Top Resources to Learn & Understand RLHF
LLM News & Trends
- Falcon40 LLM: The Top Recent Open-Source LLMs
- Access GPT-4 for Free through these 4 Tools
- 4 ChatGPT Tips To Be In The Top 1% of Its Users
- A Comprehensive Introduction to AutoGPT: What It Is & How to Use It?
- DALL- E3 Is Out! Here Is What You Need to Know About It
Generative Image Models & Applications
Overview of Generative Image Models
GANS
- A Gentle Introduction to Generative Adversarial Networks (GANs)
- You Probably Know GANs, But Do You Know How To Train It?
- How Can We Evaluate the Generated Images By GANs?
- Overview of Important GANs Models & Applications
- Building & Training GAN Model From Scratch In Python
- Building GANs Application and Deploying it on Streamlit & Heroku
Diffusion Models
- Unlocking the Mysteries of Diffusion Models: An In-Depth Exploration
- Getting Started With Stable Diffusion
- Stable Diffusion-Based Image Generation Web Application Using Fast API & React
- Efficient Strategies for Effective Stable Diffusion Prompt: A Comprehensive Guide