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Neural Networks From Scratch in Rust

codemoon
1.5K subscribers
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<__slot-el>
24K views 1 year ago
AI today feels like magic. When I type something into chatgpt and get a response I’m amazed left wondering how this is possible. I hate magic. The idea that i type into a keyboard and things just appeared on my screen always irked me. I struggle and still do to this day to peel apart the stage curtain and reveal the magicians trick. How do AI systems work, what makes them tick and what makes them so successful. Like all things in order to understand them we must climb down the layer of abstractions and arrive at the foundations. For machine learning it’s the neural network. At the end of this video you will understand how to program your own neural networks in rust to solve problems and also a bit about the mathematical foundation of how it all works.Remember these videos are just me documenting the learning process and narrating to you. 0:00 Intro to Neural Networks 0:55 What is A Neural Network ? 2:21 Forward Propagation Explanation 3:24 Coding Linear Algebra Library 4:41 Coding Neural Network 7:07 Back Propagation Function 8:12 Solving XOR problem ...more
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Neural Networks From Scratch in Rust
1.1KLikes
24,893Views
2023Oct 11
AI today feels like magic. When I type something into chatgpt and get a response I’m amazed left wondering how this is possible. I hate magic. The idea that i type into a keyboard and things just appeared on my screen always irked me. I struggle and still do to this day to peel apart the stage curtain and reveal the magicians trick. How do AI systems work, what makes them tick and what makes them so successful. Like all things in order to understand them we must climb down the layer of abstractions and arrive at the foundations. For machine learning it’s the neural network. At the end of this video you will understand how to program your own neural networks in rust to solve problems and also a bit about the mathematical foundation of how it all works.Remember these videos are just me documenting the learning process and narrating to you. 0:00 Intro to Neural Networks 0:55 What is A Neural Network ? 2:21 Forward Propagation Explanation 3:24 Coding Linear Algebra Library 4:41 Coding Neural Network 7:07 Back Propagation Function 8:12 Solving XOR problem

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codemoon

1.5K subscribers