NASA ARSET: Training Data and Land Cover Classification Example, Part 2/3

Fundamentals of Machine Learning for Earth Science

Part 2: Training Data and Land Cover Classification Example

Trainers: Jordan A. Caraballo-Vega, Caleb Spradlin, Jian Li, Jules Kouatchou

-Download the training data
-Exploratory data analysis
-Extracting training data from tabular dataset
-Extracting training data from raster dataset
-Training and inference of tabular and raster dataset
-Metrics and model evaluation
-Hands on Jupyter Notebook Exercise: MODIS Water Classification Case Study
-Post-session assignment
-Q&A Session