The content often features one of the many projects supported by NumFOCUS, and other themes of interest to data scientists, whether starting out or already familiar.
NumFOCUS, a nonprofit funding such projects as Numpy and Pandas, provides a Youtube channel featuring content from PyData conferences. The content is varied, engaging basics, tooling, career choices, and other subject matter. Dan Bader and crew have a Youtube channel as well. Real Python is a rich source of tutorials. I am impressed by the range of viewers these videos serve, from beginner to veteran, and in between.
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His videos engage Python and other software development topics. Corey SchaferĬorey Schafer is quite popular within the Python community. The quality and tone are simply excellent. Topics include Python tooling, such as flake8 and black, and Python programming concepts like kwargs and virtual environments. Warmerdam believes that "tech needs to have less skill anxiety." Hence calmcode.io. Feel free to suggest any obvious ones I missed, in the comments below. Thankfully, high quality video streams and channels exist. While reading will get you very far, sometimes one prefers watching and listening to a skilled programmer. Many well-written tutorials and even books are able to be accessed without a fee. With such an abundance of freely available online resources, it is no wonder Python attracts self-taught programmers.
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