Noel Gorelick

This session will cover the basics of using traditional ML methods in the Earth Engine code editor, including building, training, using and validating classification models, as well as some advanced techniques for improving accuracy and uncertainty, looking at the temporal, spatial and spectral domains. It will also cover some methods for change detection.

Noel will demonstrate his tips, tricks, and best practices for debugging your EE scripts. Then he'll poll the audience for any errors, which he'll help debug on the fly.

This session will introduce a global CCDC dataset that captures the rich information contained in three decades of Landsat observations. Participants will learn to interpret and interact with the outputs of the CCDC algorithm.

In this session, you'll get an introduction to machine learning in Earth Engine. We'll introduce machine learning concepts and the ways they can be applied with Earth Engine, then walk through a simple example using classifiers in the Earth Engine Code Editor.