Build a Neural Network from Scratch in Javascript

Overview

Go beyond black boxes! Build Neural Networks from scratch in Javascript.

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 in JavaScript
• Course 3: Training Neural Networks: the Backpropagation Algorithm
• Course 4: Building and Applying Your Neural Network Library

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Subjects

Computer Science