Introduction to Convolutional Neural Networks (CNNs) / Deep Learning

Introduction to CNN - Convolutional Neural Networks (Deep Learning)

We'll talk about the parts and pieces that make up a typical Deep Learning model, starting with concepts like linear regression and kernel convolution, and then more about what makes a neural network a 'deep' network (activation layers...), and we'll go over how to build and train a simple image classification model in PyTorch that gives 97% classification accuracy.

Bring your laptop of you want to follow along.