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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 Modeling

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

Data Science

Fundamentals (Coming soon)
- Python Requirements
- Data Pre-Processing
Machine Learning (ML)

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How to Markdown and Document
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- Git and Markdown

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Programming Tools and IDEs
Numerical Models
- Debugging BASEMENT
- Debugging TELEMAC
Operating Systems (Linux and VMs)
- Debugging Debian Linux
- Debugging Virtual Machines
Science Life Hacks
- Zotero Utilities

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Dataset Cleaning

Dataset Cleaning#

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The Nature of Data

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Dimensional Analysis

By Sebastian Schwindt, Beatriz Negreiros, Federica Scolari, Ricardo Barros

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