Breadcrumb Home Education Hub Catalog Education Hub Home Format - Any - Blog Instructor-Led Training Jupyter Notebook Video Self-Paced eLearning Topic AWIPS Data Access Data Formats Machine Learning Python Learn AWIPS CAVE Learn the fundamentals of working with AWIPS CAVE through demonstrations, tutorials, activities, assessments, and challenges.Details Learn Python-AWIPS Discover the essential concepts of working with the Python-AWIPS package to access, manipulate, and plot resources.Details Machine Learning Foundations in the Earth Systems Sciences Machine Learning in the Earth Systems SciencesDiscover how machine learning is used in the Earth Systems Sciences, no coding experience required.Details Multidimensional Data Structures Review the multidimensional nature of Earth Systems Science data, explore the hierarchical nature of multidimensional data structures, and search for critical metadata within these structures.Details Getting Started with Siphon and THREDDS Learn about the THREDDS Data Server, Siphon data access architecture, and practice making a request for remote data in Python. Details Education Hub Home