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The Virtual Classroom
Software Resources

Python Basics

First Steps
Object Orientation
Data and File Handling
Code Style and Conventions
Graphical User Interfaces (GUIs)
Python Exercises

Geospatial Analysis

Geospatial Data
QGIS Tutorial
Process Drone (UAV) Imagery
Geospatial Python
Exercises
- Script a Habitat Suitability Map

Numerical Simulations

Principles
BASEMENT
- Pre-processing with QGIS
- Run and Check a Steady 2d Simulation
TELEMAC
OpenFOAM
- Multiphase Solver (interFoam Tutorial)

Machine Learning (ML)

Introduction
About Data Analysis
Supervised Learning
Unsupervised Learning (Coming soon)

Documentation

How to Markdown and Document
Glossary
Notation
References
Exercises
- Git and Markdown

Troubleshoot

Programming Tools and IDEs
Numerical Models
- Debugging BASEMENT
- Debugging TELEMAC
Operating Systems (Linux and VMs)
- Debugging Linux
- Debugging Virtual Machines

Science Life Hacks

GIS, CRS and Projections
Generative AI Tools
LaTeX & Citation Management (Zotero)

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By Sebastian Schwindt, Beatriz Negreiros, Federica Scolari

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