Tired of collecting labels for your supervised Deep Learning model? Philip will show how they used a shortcut to create near infinite high quality labels to train a global water segmentation model on the VIIRS sensor in record time. Along the way, you will learn what is really important in an industry Machine Learning project, a lot about different satellite imagery and why you should not be a hero in choosing your model architecture.