The document describes a two-hour workshop on building neural networks using Amazon SageMaker and TensorFlow. The workshop will cover concepts of artificial neural networks and TensorFlow. It will guide participants through setting up an Amazon SageMaker notebook instance, running Jupyter notebooks on several datasets, and cleaning up resources after the workshop. Participants will build five neural networks on datasets like Iris, Abalone, MNIST and CIFAR-10.