Breadcrumb Home Science Gateway Education Hub Machine Learning ← Return to Catalog 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 AWIPS Tips AWIPS Tips is a blog series hosted by NSF Unidata. Entries in the series cover topics relating to CAVE, python-awips, EDEX, and more.Details 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 MetPy for Quantitative Analysis of Meteorological Data Explore working with MetPy for quantitative analysis tasks in Python.Details Python-AWIPS Example Notebooks Use Python-AWIPS for requesting datasets from an EDEX server in Python.Details MetPy Example Gallery Use the many functions of MetPy, including executing calculations, file handling, gridding, and plotting.Details Machine Learning Applications in the Earth Systems Sciences Machine Learning in the Earth Systems SciencesBuild upon your machine learning foundation with a low-code practical application. Details Machine Learning Analysis in the Earth Systems Sciences Machine Learning in the Earth Systems SciencesAnalyze new Earth Systems Science scenarios using low-code machine learning.Details AWIPS YouTube Videos Watch NSF Unidata AWIPS videos on YouTube.Details MetPy Mondays Watch videos about using MetPy and Python in the Earth Systems Sciences on YouTube. Details Storytelling with Data: Essential Storytelling Techniques Storytelling with DataThis collection of presentations and activities from the 2023 NSF Unidata Users Workshop are centered on storytelling techniques. Details Storytelling with Data: Data Exploration and Visualization Storytelling with DataThis collection of presentations and activities from the 2023 NSF Unidata Users Workshop are centered on data exploration and visualization. Details Storytelling with Data: Ethical AI and Machine Learning Storytelling with DataThis collection of presentations and activities from the 2023 NSF Unidata Users Workshop are centered on the ethical use of AI and machine learning. Details Storytelling with Data: Open Data and Open Science Storytelling with DataThis collection of presentations and activities from the 2023 NSF Unidata Users Workshop are centered on open data and open science. Details Education Hub Home
