We have taken a look at the Amazon EC2 services to see how many server types we can use. Then, we created a neural network to perform human video action recognition on a single GPU. After that, we applied the data parallelism strategy to speed up the training process. Finally, we had a quick look at the Mechanical Turk service. We hope that you can take advantage of these services to bring your machine learning system to a higher level.