src/index.qmd

---
title: "About 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.

::: {.callout-tip}
## Use the search box
If you are looking for something in particular use the searchbox to find the correct page
:::

Most of my learning was done with online resources, here is a list of channels and video I've found the most usefull and channels or persons you should follow : (these are just the tip of the iceberg of all valuable knowledge you can find on youtube to become an AI expert)

### YouTube Channels

- [**Mathew Berman**](https://www.youtube.com/@matthew_berman) - Content by Mathew Berman, almost dailly tests and evaluation of new AI tools, models and frameworks.

- [**Wes Roth**](https://www.youtube.com/@WesRoth) - Channel bringing you the latest AI news, emerging tech and artificial intelligence breakthroughs.

- [**The Diary of a CEO**](https://www.youtube.com/@TheDiaryOfACEO) - A channel that features in-depth interviews with business leaders and insights into the entrepreneurial journey.

- [**The AI Grid**](https://www.youtube.com/@TheAiGrid) - From the latest research and developments in machine learning and natural language processing, to practical applications and the ethical considerations surrounding AI, this channel is your go-to source for all things related to this exciting field. 

- [**Andrej Karpathy**](https://www.youtube.com/@AndrejKarpathy) - Known for his work in AI, particularly deep learning and neural networks. Andrej Karpathy is a prominent figure in the AI community.

- [**Lex Fridman**](https://www.youtube.com/@LexFridman) - Features podcasts and interviews with experts across various fields, including artificial intelligence, philosophy, and science.

- [**FreeCodeCamp**](https://www.youtube.com/@FreeCodeCamp) - Offers a wide range of free coding tutorials and programming courses, making learning to code accessible to everyone, their AI related videos are a great resource.

- [**Radu Mariescu-Istodor**](https://www.youtube.com/@Radu) - Radu from Finland proposes a load of coding videos mainly in JS and has an amazing project about self-driving cars explaining Neural Nets and the math behind the models and the rendering as well.

- [**Tom Bilyeu**](https://www.youtube.com/@TomBilyeu) - This channel features interviews and motivational content focusing on mindset, entrepreneurship, and health.

- [**Turing**](https://www.youtube.com/@Turingcom) Turing guides companies in integrating generative AI into their business with application development, LLM training and data enhancement, and on-demand talent. Together, we build the most customized GenAI applications, train the highest quality foundational models, and provide the most scalable solution to engineering skill gaps.

### Courses

- [Machine Learning for Everybody – Full Course](https://www.youtube.com/watch?v=i_LwzRVP7bg)

- [Harvard CS50’s Artificial Intelligence with Python – Full University Course](https://www.youtube.com/watch?v=5NgNicANyqM)

- [Build a Virtual World Filled with Self-Driving Cars – JavaScript Tutorial](https://www.youtube.com/watch?v=5iHejdqYIa8)

- [Andrew NG: Machine Learning Projects Complete Course](https://youtu.be/Ux1Di2mAsGs?si=y-zyWEH-zUpP9JJx)

- [The Most Important Algorithm in Machine Learning](https://www.youtube.com/watch?v=SmZmBKc7Lrs)

- [Intro to Data Science from Steve Brunton](https://www.youtube.com/playlist?list=PLMrJAkhIeNNQV7wi9r7Kut8liLFMWQOXn)

- [Deep Learning Course for Beginners](https://www.youtube.com/watch?v=HJd1I3FdSnY)

- [Keras Deep Learning Building Blocks](https://www.youtube.com/watch?v=_DpsRVHVeR4&list=PLgJhDSE2ZLxbuDYAn_AF-wHVOYIhqujT-)

- [But what is a neural network?, Learning, Backpropagation etc](https://www.youtube.com/watch?v=aircAruvnKk&list=PLZHQObOWTQDNU6R1_67000Dx_ZCJB-3pi)

- [Reinforcement Learning with Python by Nicholas Renotte](https://www.youtube.com/playlist?list=PLgNJO2hghbmjlE6cuKMws2ejC54BTAaWV)

- [MLOps Explained](https://www.youtube.com/watch?v=ZVWg18AXXuE)

### Other Videos

- [Mo Gawdat : Ex-Google Officer Finally Speaks Out On The Dangers Of AI!](https://www.youtube.com/watch?v=bk-nQ7HF6k4)

- [The Turing Lectures: The future of generative AI](https://youtu.be/2kSl0xkq2lM?si=uhsy5VhxS4_pBthI)

- [Introducing Sora — OpenAI’s text-to-video model](https://www.youtube.com/watch?v=HK6y8DAPN_0&)

- [Emad Mostaque: The 3 Year AI Reset: How To Get Ahead While Others Lose Their Jobs](https://www.youtube.com/watch?v=Se91Pn3xxSs)

- [Yann Lecun: Meta AI, Open Source, Limits of LLMs, AGI & the Future of AI | Lex Fridman](https://www.youtube.com/watch?v=5t1vTLU7s40)

- [Yann Lecun | Objective-Driven AI: Towards AI systems that can learn, remember, reason, and plan](https://www.youtube.com/watch?v=MiqLoAZFRSE)

- [The Man Who Followed Elon Musk Everywhere: 7 Elon Secrets! Walter Isaacson](https://www.youtube.com/watch?v=9BDmC5u_MLE)

- [LPUs, NVIDIA Competition, Insane Inference Speeds, Going Viral (Interview with Lead Groq Engineers)](https://www.youtube.com/watch?v=13pnH_8cBUM)