Radu Mariescu-Istodor | Understanding AI - Lesson 1 / 15: A Simple Neural Network @Radu | Uploaded 8 months ago | Updated 3 hours ago
PLAYLIST: youtube.com/playlist?list=PLB0Tybl0UNfYbL1vDNrfHoYOKf1Sn0A81

Embark on an exciting journey into the world of Artificial Intelligence with my new course, "Understanding AI". In this first lesson, we dive into the fundamentals of Neural Networks, breaking away from the conventional Machine Learning context. Try out this unique hands-on experience where you'll manually tweak network parameters to teach a car how to drive within a specially crafted playground.

Whether you're new to AI or seeking a deeper understanding, this course caters to all levels. I have over a decade of machine learning expertise, and will emphasize the importance of revisiting basics in an era of easy-to-use complex models. Homework assignments and a final challenge to race AI cars await you, with live stream events and prizes on the horizon.

The course covers essential topics such as Dijkstra's shortest path algorithm, game mechanics, camera sensor creation, and implementing analog steering through mobile apps and image processing with augmented reality. All implemented in plain JavaScript without external libraries, giving you a comprehensive understanding of the system's inner workings.

AI is more than just Neural Networks – it's a combination of various elements. This course demystifies the distinction between Artificial Intelligence and Machine Learning. While there's no Machine Learning in this course, I do plan to teach that someday as well. If you want to help collect data, go here and race:
🚙🚙🚙🚙🚙🚙🚙🚙🚙🚙🚙🚙🚙🚙🚙
radufromfinland.com/projects/aiRacer

🚗THE PLAYGROUND🚗
radufromfinland.com/projects/aiCarPlayground/?s=default

⭐LINKS⭐
Phase 1: youtube.com/playlist?list=PLB0Tybl0UNfYoJE7ZwsBQoDIG4YN9ptyY
Phase 2: youtube.com/playlist?list=PLB0Tybl0UNfZtY5IQl1aNwcoOPJNtnPEO
Prerequisites: youtube.com/playlist?list=PLB0Tybl0UNfZ3nnHVg8SJ4uK3R4QD6R0H
Machine Learning Course: youtube.com/playlist?list=PLB0Tybl0UNfYe9aJXfWw-Dw_4VnFrqRC4
3b1b's Neural Network Video: youtu.be/aircAruvnKk?si=JB6fvUT3Ko1mkU3x
Another Playground: playground.tensorflow.org

💬DISCORD💬
discord.gg/gJFcF5XVn9

💻CODE💻
1. Phase 1 github.com/gniziemazity/self-driving-car
2. Phase 2 github.com/gniziemazity/virtual-world

☕Buy me a Coffee?☕
buymeacoffee.com/radum

⚡️Join this Channel⚡️
youtube.com/@radu/join

Excited to get started? Put your neurons into overdrive and join me on this fascinating AI adventure! 🚗💻

#UnderstandingAI #AIPlayground #NeuralNetworks #SelfDrivingCar #AICourse #javascript

⭐TIMESTAMPS⭐
00:00 Introduction
06:34 The Playground
14:40 One Neuron
21:48 Decision Boundary Plot
25:05 Homework 1
29:05 Homework 2
29:13 Clarrifications