Update README.md

README.md

@@ -1,48 +1,40 @@
 ---
-title: Quarto Template
+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**
 
-To get started working with quarto we recommend you first [install quarto](https://quarto.org/docs/get-started/) locally so that you can render the site without Docker.
-We also recommend the [Quarto VS Code Extension](https://marketplace.visualstudio.com/items?itemName=quarto.quarto) which provides syntax highlighting, code completion, a preview button and more.
+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 quarto source is located in `src` and you can preview the site with:
+**The Story Behind**
 
-```
-quarto preview src
-```
+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.
 
-A web browser should open up with a live preview of the site.
+**What You'll Find Here**
 
-## Making changes
+This cookbook is a living repository of my AI-related projects, experiments, and learnings. You'll find a diverse range of topics, including:
 
-The `src/_quarto.yml` contains the site-level configuration for the quarto website and tells quarto which files to render, and how they should be organized.
-For example if you wanted to modify the [site navigation](https://quarto.org/docs/reference/site-navigation.html) you should modify this file.
+* **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.
 
-Quarto can render markdown, ipynb, and .qmd files, and you can mix formats in a single document.
+**Goals and Objectives**
 
-## Executing code
+This cookbook serves several purposes:
 
-One of the main virtues of Quarto is that it lets you combine code and text in a single document.
-By default if you include a code chunk in your document, Quarto will execute that code and include the output in the rendered document.
-This is great for reproducibility and for creating documents that are always up-to-date.
+* **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.
 
-```{python}
-import seaborn as sns
-import matplotlib.pyplot as plt
+**Stay Tuned**
 
-# Sample data
-tips = sns.load_dataset("tips")
+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.
 
-# Create a seaborn plot
-sns.set_style("whitegrid")
-g = sns.lmplot(x="total_bill", y="tip", data=tips, aspect=2)
-g = (g.set_axis_labels("Total bill (USD)", "Tip").set(xlim=(0, 60), ylim=(0, 12)))
-
-plt.title("Tip by Total Bill")
-plt.show()
-```
+Best regards,
+Sebastien De Greef