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‎_toc.yml‎

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- file: security/path_module
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- file: security/assert_use
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- file: security/howto_detect_data_egress
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- file: security/managingsecrets
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- caption: Python Basics
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chapters:

‎generatedfiles/books.md‎

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:link: https://jakevdp.github.io/WhirlwindTourOfPython/
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{octicon}`tag;1em;caption-text` **A Whirlwind Tour of Python**
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{octicon}`checklist;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.thedigitalcatbooks.com/pycabook-introduction/
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{octicon}`thumbsup;1em;caption-text` **Clean Architectures in Python**
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{octicon}`hubot;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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:link: https://runestone.academy/ns/books/published/fopp/index.html
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{octicon}`light-bulb;1em;caption-text` **Foundations of Python Programming**
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{octicon}`thumbsup;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://www.labri.fr/perso/nrougier/from-python-to-numpy/
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{octicon}`tag;1em;caption-text` **From Python to Numpy**
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{octicon}`pencil;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://leanpub.com/insidethepythonvirtualmachine/read
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{octicon}`eye;1em;caption-text` **Inside The Python Virtual Machine**
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{octicon}`file;1em;caption-text` **Inside The Python Virtual Machine**
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```{image} https://d2sofvawe08yqg.cloudfront.net/insidethepythonvirtualmachine/s_shelf?1721860161
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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}`telescope;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://learningds.org/intro.html
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{octicon}`light-bulb;1em;caption-text` **Learning Data Science**
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{octicon}`megaphone;1em;caption-text` **Learning Data Science**
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Principles and Techniques of Data Science: This open book is tailored for ML! (Python numpy, classification etc)
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:link: https://pythonbook.org/
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{octicon}`tag;1em;caption-text` **Professional Python Programming**
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{octicon}`telescope;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.labri.fr/perso/nrougier/python-opengl/
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{octicon}`telescope;1em;caption-text` **Python & OpenGL for Scientific Visualization**
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{octicon}`cross-reference;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://py-pkgs.org/welcome
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{octicon}`briefcase;1em;caption-text` **Python Packages**
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{octicon}`eye;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.tomasbeuzen.com/python-programming-for-data-science/README.html
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{octicon}`package;1em;caption-text` **Python Programming for Data Science**
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{octicon}`pencil;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://python-programming.quantecon.org/intro.html
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{octicon}`stack;1em;caption-text` **Python Programming for Economics and Finance**
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{octicon}`thumbsup;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}`thumbsup;1em;caption-text` **Python for Data Analysis, 3E**
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{octicon}`note;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://learn.scientific-python.org/development/
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{octicon}`checklist;1em;caption-text` **Scientific Python Library Development Guide**
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{octicon}`thumbsup;1em;caption-text` **Scientific Python Library Development Guide**
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```{image} https://lectures.scientific-python.org/_static/logo.png
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{octicon}`briefcase;1em;caption-text` **The Hitchhiker’s Guide to Python**
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{octicon}`project;1em;caption-text` **The Hitchhiker’s Guide to Python**
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Python Best Practices Guidebook.
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:link: https://www.pyopensci.org/python-package-guide/index.html
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{octicon}`cross-reference;1em;caption-text` **pyOpenSci Python Package Guide**
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{octicon}`hubot;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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‎generatedfiles/commercialcompanies.md‎

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:link: https://www.anaconda.com/
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{octicon}`note;1em;caption-text` **Anaconda**
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{octicon}`book;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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:link: https://astral.sh/
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{octicon}`check-circle;1em;caption-text` **Astral**
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{octicon}`verified;1em;caption-text` **Astral**
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Next-gen Python tooling
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‎generatedfiles/communities.md‎

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:link: https://conda.org/
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{octicon}`telescope;1em;caption-text` **Conda Community**
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{octicon}`bookmark;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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:link: https://jazzband.co/
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{octicon}`heart;1em;caption-text` **Jazzband**
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{octicon}`light-bulb;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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:link: https://numfocus.org/
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{octicon}`checklist;1em;caption-text` **NumFOCUS**
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{octicon}`light-bulb;1em;caption-text` **NumFOCUS**
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:link: https://palletsprojects.com/
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{octicon}`check-circle;1em;caption-text` **Pallets**
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{octicon}`tag;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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{octicon}`book;1em;caption-text` **Pangeo**
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{octicon}`thumbsup;1em;caption-text` **Pangeo**
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{octicon}`stack;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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The Documentation Team will be contributors to documentation who participate regularly to CPython documentation and monthly meetings (synchronously or asynchronously). A goal of this team will be to build a global community around CPython documentation.
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{octicon}`eye;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/courses.md‎

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:link: https://bdi475.github.io/textbook/
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{octicon}`hubot;1em;caption-text` **BDI 475**
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```{image} https://bdi475.github.io/textbook/build/site_logo-6a601c5f74c6f31ab067e6a207131bf8.svg
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:height: 100px
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Online textbook for BDI 475 - Introduction to Data Analytics Applications in Business, a course offered by the University of Illinois Urbana-Champaign. The course is designed to introduce students to the fundamentals of data analytics and its applications in business contexts.
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[Read more or use this reference »](https://bdi475.github.io/textbook/)
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{octicon}`thumbsup;1em;caption-text` **Scientific Python Lectures**
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{octicon}`stack;1em;caption-text` **Scientific Python Lectures**
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{octicon}`megaphone;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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‎generatedfiles/datascience.md‎

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{octicon}`zap;1em;caption-text` **Foundations of Data Science with Python**
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```{image} https://github.com/jmshea/Foundations-of-Data-Science-with-Python/raw/main/images/3d-book.png

‎generatedfiles/foundations.md‎

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WheelNext is an open-source initiative (https://github.com/wheelnext & https://wheelnext.dev/) aiming to improve the user experience in the Python packaging ecosystem, specifically around the scientific computing and machine/deep learning space. We also anticipate benefits in other domains that heavily rely on performance of compiled Python extension modules - the benefit of utilizing one's hardware more optimally is not exclusive to any single domain.
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Community that supports free and open Python tools for processing scientific data.
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‎generatedfiles/greatlibraries.md‎

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```{image} https://github.com/optiland/optiland/raw/master/docs/images/optiland.svg
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Optiland is a Python package for lens design and optimization. Model optical systems, trace rays, analyze aberrations, and optimize designs — all in code.
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