Geoscience Data Analysis Using Marble

This tutorial seeks provide users with a guide on using Marble for their geoscience computing needs. This tutorial primarily focuses on data manipulation, analysis and some machine learning techniques.

These tutorials do not endeavour to teach advanced topics but instead are a resource for providing a strong foundation in common tools used in scientific computing.

Note

These tutorials are partially modified from the book An Introduction to Earth and Environmental Data Science. We highly recommend checking out the full version for further reading.

The material is being used here under the terms of the Creative Commons Attribution license.

Computing Environment

The examples in the tutorials are written in the Python programming language and are displayed as part of a Jupyter Notebook. Knowledge of both of these are required to properly understand these tutorials.

We recommend the following tutorials as a good starting point if you’re unfamiliar with any of the above:

• Python Beginner’s Guide

• Jupyter Notebook User Guide

• Jupyerlab User Guide

These tutorials also require a basic understanding of Unix operating systems and how to navigate their