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Overview

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Linear Algebra
Linear Algebra
Neural Networks
Neural Networks
- Overview
- Multi-Layer Perceptron
  Multi-Layer Perceptron
- Convolutional Neural Networks
  Convolutional Neural Networks
  - Introduction
  - Convolutions
- Transformer
  Transformer
  - Transformer

Neural Networks

Notes on various neural network architectures and concepts.

Topics

Multi-Layer Perceptron - Foundational feedforward networks
Convolutional Neural Networks - Image processing networks
Transformer - Attention-based architecture