README.md

metadata

title: AI Cookbook
emoji: 🌖
colorFrom: blue
colorTo: pink
sdk: docker
pinned: false
short_description: This repository is my personal collection of recipes and not

Welcome to My AI Cookbook

This repository is my personal collection of recipes and notebooks, documenting my journey of learning and exploring various aspects of Artificial Intelligence (AI). As a self-taught AI enthusiast, I created this cookbook to serve as a knowledge base, a "how-to" guide, and a reference point for my own projects and experiments.

The Story Behind

Over the past year, I've been fascinated by the rapidly evolving field of AI and its endless possibilities. To deepen my understanding and skills, I embarked on a self-learning journey, diving into various AI-related projects and topics. As I progressed, I realized the importance of documenting my learnings, successes, and failures. This cookbook is the culmination of that effort, a centralized hub where I can quickly find and revisit previous projects, takeaways, and insights.

What You'll Find Here

This cookbook is a living repository of my AI-related projects, experiments, and learnings. You'll find a diverse range of topics, including:

• Recipes: Step-by-step guides for implementing various AI concepts, models, and techniques using popular libraries and frameworks.
• Notebooks: Interactive Jupyter notebooks containing code, explanations, and visualizations for AI-related projects and experiments.
• Project Write-ups: Detailed descriptions of my projects, including goals, approaches, challenges, and outcomes.
• Takeaways and Insights: Key learnings, best practices, and lessons learned from my AI journey.

Goals and Objectives

This cookbook serves several purposes:

• Personal Knowledge Base: A centralized hub for my AI-related knowledge, allowing me to quickly recall and build upon previous projects and learnings.
• Self-Learning Platform: A platform for continuous learning, experimentation, and improvement in AI.
• Community Sharing: A resource for others to learn from, providing a glimpse into my AI journey and experiences.

Stay Tuned

As I continue to explore and learn, this cookbook will evolve, incorporating new projects, recipes, and insights. I hope you find this resource helpful, and I look forward to sharing my AI journey with you.

Best regards, Sebastien De Greef