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‎README.md‎

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Finding professionals with deep programming knowledge and solid experience is already challenging and will only get harder as AI, like LLM prompts, makes it easier for anyone to create software. While LLMs can generate answers, code, and snippets, a basic understanding of Python programming remains crucial in today’s world.
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I created this publication for myself. Despite the great open access books available, I missed a simple resources on Python that covers aspects behind the basics. Python is one of the tools in my toolbox for problem solving. Sharing is fun so maybe this publication is also of value for you. I advocate to avoid complexity when using Python to create solutions. But creating things simple takes a lot of effort.
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I created this publication for myself. Despite great open access books available, I missed a simple resources on Python that covers aspects behind the basics for people who are familiar with programming. Python is one of the tools in my toolbox for problem solving. Sharing is fun so maybe this publication is also of value for you. I advocate to avoid complexity when using Python to create solutions. But creating things simple takes a lot of effort.
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## HELP - Share this publication!
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‎_toc.yml‎

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chapters:
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- file: sponsors
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- file: license
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- file: about
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‎generatedfiles/books.md‎

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:link: https://pythonbook.org/
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{octicon}`megaphone;1em;caption-text` **Professional Python Programming**
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{octicon}`tools;1em;caption-text` **Professional Python Programming**
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Open access book that covers topics that are important for a professional programmer.
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:link: https://www.tomasbeuzen.com/python-programming-for-data-science/README.html
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{octicon}`stack;1em;caption-text` **Python Programming for Data Science**
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{octicon}`tools;1em;caption-text` **Python Programming for Data Science**
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Covers everything you need to know to start using Python for data science.
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:link: https://docs.python-guide.org/
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{octicon}`thumbsup;1em;caption-text` **The Hitchhiker’s Guide to Python**
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{octicon}`heart;1em;caption-text` **The Hitchhiker’s Guide to Python**
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Python Best Practices Guidebook.
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:link: https://book.pythontips.com/en/latest/index.html
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{octicon}`tag;1em;caption-text` **Intermediate Python**
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{octicon}`report;1em;caption-text` **Intermediate Python**
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The topics which are discussed in this book open up your mind towards some nice corners of Python language.
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:link: https://runestone.academy/ns/books/published/fopp/index.html
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{octicon}`thumbsup;1em;caption-text` **Foundations of Python Programming**
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{octicon}`eye;1em;caption-text` **Foundations of Python Programming**
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This book is to teach you to understand and create computer programs in Python. With hands-on activities!
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:link: https://python-programming.quantecon.org/intro.html
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{octicon}`telescope;1em;caption-text` **Python Programming for Economics and Finance**
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{octicon}`book;1em;caption-text` **Python Programming for Economics and Finance**
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Python for scientific computing, with a focus on economics and finance.
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:link: https://wesmckinney.com/book/
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{octicon}`cross-reference;1em;caption-text` **Python for Data Analysis, 3E**
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{octicon}`report;1em;caption-text` **Python for Data Analysis, 3E**
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This book is concerned with the nuts and bolts of manipulating, processing, cleaning, and crunching data in Python.
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:link: https://jakevdp.github.io/PythonDataScienceHandbook/
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{octicon}`cross-reference;1em;caption-text` **Python Data Science Handbook**
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{octicon}`stack;1em;caption-text` **Python Data Science Handbook**
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A book about doing data science with Python.
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:link: https://py-pkgs.org/welcome
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{octicon}`report;1em;caption-text` **Python Packages**
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{octicon}`note;1em;caption-text` **Python Packages**
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Python Packages is an open source book that describes modern and efficient workflows for creating Python packages.
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:link: https://www.labri.fr/perso/nrougier/python-opengl/
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{octicon}`thumbsup;1em;caption-text` **Python & OpenGL for Scientific Visualization**
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{octicon}`smiley;1em;caption-text` **Python & OpenGL for Scientific Visualization**
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he goal of this book is to reconciliate Python programmers with OpenGL, providing both an introduction to modern OpenGL and a set of basic and advanced techniques in order to achieve both fast, scalable & beautiful scientific visualizations.
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:link: https://www.labri.fr/perso/nrougier/from-python-to-numpy/
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{octicon}`file;1em;caption-text` **From Python to Numpy**
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{octicon}`note;1em;caption-text` **From Python to Numpy**
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The goal of this book is to explain advanced techniques for using Numpy.
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:link: https://jakevdp.github.io/WhirlwindTourOfPython/
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{octicon}`zap;1em;caption-text` **A Whirlwind Tour of Python**
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{octicon}`book;1em;caption-text` **A Whirlwind Tour of Python**
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A Whirlwind Tour of Python is a fast-paced introduction to essential features of the Python language, aimed at researchers and developers who are already familiar with programming in another language.
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:link: https://www.pyopensci.org/python-package-guide/index.html
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{octicon}`pencil;1em;caption-text` **pyOpenSci Python Package Guide**
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{octicon}`package;1em;caption-text` **pyOpenSci Python Package Guide**
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Learn how to create a Python package from start to finish. Also great tutorials for writing test, documentation and more!
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:link: https://developers.google.com/edu/python
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{octicon}`package;1em;caption-text` **Google's Python Class**
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{octicon}`pencil;1em;caption-text` **Google's Python Class**
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Free online course book for people with a little bit of programming experience who want to learn Python
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:link: https://goodresearch.dev/
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{octicon}`book;1em;caption-text` **The Good Research Code Handbook**
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{octicon}`heart;1em;caption-text` **The Good Research Code Handbook**
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Handbook is for all who do a lot of programming as part of their research. It will teach you, in a practical manner, how to organize your code so that it is easy to understand and works reliably.
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:link: https://www.thedigitalcatbooks.com/pycabook-introduction/
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{octicon}`megaphone;1em;caption-text` **Clean Architectures in Python**
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This book is about a software design methodology. With lots of Python examples and a strong emphasis on TDD.
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[Read more or use this reference »](https://www.thedigitalcatbooks.com/pycabook-introduction/)
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‎generatedfiles/commercialcompanies.md‎

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:link: https://www.anaconda.com/
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{octicon}`checklist;1em;caption-text` **Anaconda**
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{octicon}`thumbsup;1em;caption-text` **Anaconda**
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Anaconda sits at the center of the AI revolution. We provide data science tools, MLOps, and data & model management to empower our customers and community with AI capabilities to propel their projects forward.
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‎generatedfiles/communities.md‎

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:link: https://palletsprojects.com/
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{octicon}`package;1em;caption-text` **Pallets**
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{octicon}`file;1em;caption-text` **Pallets**
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Pallets is the open source community organization that develops and supports popular Python frameworks.
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:link: https://jazzband.co/
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{octicon}`check-circle;1em;caption-text` **Jazzband**
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{octicon}`briefcase;1em;caption-text` **Jazzband**
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Jazzband is a collaborative community to share the responsibility of maintaining Python-based projects.
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{octicon}`cross-reference;1em;caption-text` **Conda Community**
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{octicon}`report;1em;caption-text` **Conda Community**
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A community supporting a language-agnostic, multi-platform package management ecosystem for projects of any size and complexity.
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{octicon}`briefcase;1em;caption-text` **PyData**
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{octicon}`tag;1em;caption-text` **PyData**
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PyData is an educational program of NumFOCUS, a 501(c)(3) nonprofit charity.
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{octicon}`light-bulb;1em;caption-text` **The Scientific Python project**
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{octicon}`book;1em;caption-text` **The Scientific Python project**
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The scientific Python ecosystem is a loose federation of community-developed and -owned Python projects widely used in scientific research, technical computing, and data science.
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‎generatedfiles/foundations.md‎

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:link: https://numfocus.org/
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{octicon}`heart;1em;caption-text` **NumFOCUS**
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{octicon}`smiley;1em;caption-text` **NumFOCUS**
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NumFOCUS is to promote open practices in research, data, and scientific computing
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:link: https://www.pyopensci.org/python-package-guide/index.html
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{octicon}`pencil;1em;caption-text` **pyOpenSci**
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{octicon}`package;1em;caption-text` **pyOpenSci**
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Community that supports free and open Python tools for processing scientific data.
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‎generatedfiles/guiframeworks.md‎

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:link: https://github.com/web2py/py4web
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{octicon}`check-circle;1em;caption-text` **PY4WEB**
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PY4WEB is a web framework for the rapid development of efficient database driven web applications. It is an evolution of the popular web2py framework but much faster and slicker.
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:link: https://github.com/lona-web-org/lona
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{octicon}`tag;1em;caption-text` **Lona**
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Write responsive web apps in full python
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{octicon}`pencil;1em;caption-text` **Shiny**
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Build fast, beautiful web applications in Python.
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‎generatedfiles/httpprogramming.md‎

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:link: https://github.com/urllib3/urllib3
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urllib3 is a powerful, user-friendly HTTP client for Python. Much of the Python ecosystem already uses urllib3 and you should too. urllib3 brings many critical features that are missing from the Python standard libraries:
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‎generatedfiles/manuals.md‎

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:link: https://hatch.pypa.io/latest/
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Hatch is a modern, extensible Python project manager.
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Conda's documentation! Conda provides package, dependency, and environment management for any language.
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Building and Distributing Packages with Setuptools. If you are not (yet) using Hatch, this is a good manual for using setup tools.
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Mamba is a fast, robust, and cross-platform package manage
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A tool for generating .pex (Python EXecutable) files, lock files and venvs.
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{octicon}`hubot;1em;caption-text` **Py-Pkgs-Cookiecutter**
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py-pkgs-cookiecutter is a cookiecutter template for creating a fully-featured Python package using poetry. It supplements the Python Packages book by Tomas Beuzen and Tiffany Timbers but can be used independently.
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{octicon}`cross-reference;1em;caption-text` **Nox**
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nox is a command-line tool that automates testing in multiple Python environments, similar to tox. Unlike tox, Nox uses a standard Python file for configuration.
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Black is the uncompromising Python code formatter. By using it, you agree to cede control over minutiae of hand-formatting. In return, Black gives you speed, determinism, and freedom from pycodestyle nagging about formatting. Defacto standard formatter for many projects.
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[Read more or use this reference »](https://black.readthedocs.io/en/stable/)
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