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Introduction

Interactive Work Environment
What is a Programming Language

Python Basics

Comments, Expressions, Operators
Variables and Assignment
Help and Errors
Primitive Data Types
Sequences
Program Flow and Structure
Functions
Object-oriented Programming
Modules and Libraries

Python Basics - Exercises

Comments, Expressions, Operators, Variables, Help
Primitive Data Types
Sequences
Program Flow and Structure
Functions
Object-oriented Programming
Modules and Libraries

Scientific Libraries

Data Visualization with Matplotlib
Pandas
Numpy for numerical data
Xarray for labelled array data

Scientific Libraries - Exercises

Data Visualization
Pandas for tabular data
Numpy
Xarray

Advanced Topics

Testing

Advanced Topics - Exercises

Testing

.ipynb

Xarray

Xarray#

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Numpy

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Testing

By Willi Rath, Morelia Urlaub, Martin Claus

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