Build a Neural Network from Scratch in R

Overview

Go beyond black boxes! Build Neural Networks from scratch with R.

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

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Subjects

Artificial Intelligence