DEEP LEARNING

Deep Learning Basics

Build and train artificial neural networks to solve complex problems using deep learning frameworks.

~45 hours

Learning Objectives

Artificial Neural NetworksBackpropagationActivation FunctionsOptimization AlgorithmsPyTorch Basics

Construct a multi-layer perceptron to classify handwritten digits using PyTorch.

📖 Learn by Reading

Deep Learning

Ian Goodfellow, Yoshua Bengio, Aaron Courville

The most comprehensive and authoritative textbook on deep learning available.

🎥 Learn by Watching

Deep Learning Specialization

Andrew Ng • Coursera • 80:00:00

A comprehensive journey through neural networks, backpropagation, and building deep learning models.