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When working with Google Earth Engine, supervised machine learning for land cover is a must-have skill. Learn to use Random Forest and SVM to categorize imagery and perform an accuracy assessment. This technical guide focuses on the importance of model validation for the overall efficiency of your remote sensing and mapping tasks.