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.

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 - Content by Mathew Berman, almost dailly tests and evaluation of new AI tools, models and frameworks.

• Wes Roth - Channel bringing you the latest AI news, emerging tech and artificial intelligence breakthroughs.

• The Diary of a CEO - A channel that features in-depth interviews with business leaders and insights into the entrepreneurial journey.

• The AI Grid - 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 - Known for his work in AI, particularly deep learning and neural networks. Andrej Karpathy is a prominent figure in the AI community.

• Lex Fridman - Features podcasts and interviews with experts across various fields, including artificial intelligence, philosophy, and science.

• 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 - 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 - This channel features interviews and motivational content focusing on mindset, entrepreneurship, and health.

• Turing 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

• Harvard CS50’s Artificial Intelligence with Python – Full University Course

• Build a Virtual World Filled with Self-Driving Cars – JavaScript Tutorial

• Andrew NG: Machine Learning Projects Complete Course

• The Most Important Algorithm in Machine Learning

• Intro to Data Science from Steve Brunton

• Deep Learning Course for Beginners

• Keras Deep Learning Building Blocks

• But what is a neural network?, Learning, Backpropagation etc

• Reinforcement Learning with Python by Nicholas Renotte

• MLOps Explained

Other Videos

• Mo Gawdat : Ex-Google Officer Finally Speaks Out On The Dangers Of AI!

• The Turing Lectures: The future of generative AI

• Introducing Sora — OpenAI’s text-to-video model

• Emad Mostaque: The 3 Year AI Reset: How To Get Ahead While Others Lose Their Jobs

• Yann Lecun: Meta AI, Open Source, Limits of LLMs, AGI & the Future of AI | Lex Fridman

• Yann Lecun | Objective-Driven AI: Towards AI systems that can learn, remember, reason, and plan

• The Man Who Followed Elon Musk Everywhere: 7 Elon Secrets! Walter Isaacson

• LPUs, NVIDIA Competition, Insane Inference Speeds, Going Viral (Interview with Lead Groq Engineers)