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Neural Networks from Scratch using C++

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Overview

Go beyond black boxes! Build Neural Networks from scratch with C++. Master every detail, from neurons to backpropagation, and apply your own library to real-world ML challenges.

Syllabus

  • Course 1: Neural Networks Fundamentals: Neurons and Layers
  • Course 2: The MLP Architecture: Activations & Initialization
  • Course 3: Training Neural Networks: the Backpropagation Algorithm
  • Course 4: Building and Applying Your Neural Network Library

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