Google Earth Engine Machine Learning

The Google Earth Engine Machine Learning course will focus on the advanced Machine Learning capabilities. Best practices for Machine Learning for Earth Observations will be presented along with the ML features of Earth Engine and the broader Google Cloud Platform. 

Google Earth Engine Fundamentals or equivalent skills

• ML in Earth Engine Overview
• ML best practices
• Training data
• Validating data
• Supervised classification
• Unsupervised classification
• Tensorflow API
• Exporting Tensorflow records
• Neural segmentation
• Designing Deep Neural Network Models
• Designing Full Convolution Neural Network Models
• Image classification through ML