**This is a Deep Learning Institute hands-on training lab, which will require a "Conference & Training Pass." You will also need to bring your own laptop. To prepare for the lab, please follow instructions here: https://www.nvidia.com/content/dam/en-zz/Solutions/gtc/whitepages/DLI_Lab_Instructions.pdf
Learn how to leverage deep neural networks (DNN) within the deep learning workflow to solve a real-world image classification problem using NVIDIA DIGITS. You will walk through the process of data preparation, model definition, model training and troubleshooting. You will use validation data to test and try different strategies for improving model performance using GPUs. On completion of this lab, you will be able to use DIGITS to train a DNN on your own image classification application.