Getting started with NP on MXNet

This crash course shows how to get started with NP on MXNet. The topics here provide a quick overview of the core concepts for both NP on MXNet, which helps you manipulate multiple dimensional arrays, and Gluon, which helps you create and train neural networks. This is a good place to start if you are already familiar with machine learning or other deep learning frameworks.

Contents

• Step 1: Manipulate data with NP on MXNet
• Step 2: Create a neural network
• Step 3: Automatic differentiation with autograd
• Step 4: Train the neural network
• Step 5: Predict with a pretrained model
• Step 6: Use GPUs to increase efficiency