Should we teach Python at universities?
Abstract
Various measures of popularity of programming languages in different scopes are discussed in the paper, with Python being the main point of interest. Well-known drawbacks of Python as a language and as an ecosystem (not inherent to other popular languages) are listed. The usefullness of Python in carreer is considered overrated, while in education Python often does more harm than good.
References
TIOBE Software BV, “TIOBE Index for January 2024,” 2024. [Online]. Available: https://www.tiobe.com/tiobe-index
Stack Exchange Inc., “2023 Developer Survey,” 2023. [Online]. Available: https://survey.stackoverflow.co/2023/#most-popular-technologies-language
The Debsources developers, “Statistics: bookworm,” 2023. [Online]. Available: https://sources.debian.org/stats/bookworm/
“Why am I not getting better performance with numpy.searchsorted over bisect.bisect_left on a list of datetime?,” 2019. [Forum]. Available: https://stackoverflow.com/q/54465277
“Find nearest value in numpy array,” 2022. [Forum]. Available: https://stackoverflow.com/a/41856629
PyTorch Foundation, “Packing app with Pyinstaller rises OSError: TorchScript requires source access in order to carry out compilation, make sure original .py files are available,” 2021. [Online]. Available: https://github.com/pytorch/pytorch/issues/54828
L. Radke, “Numba jit and Scipy,” 2020. [Forum]. Available: https://stackoverflow.com/questions/63236229/numba-jit-and-scipy
Max Belanger and Damien DeVille, “How we rolled out one of the largest Python 3 migrations ever,” in https://dropbox.tech, 2018. [Online]. Available: urlhttps://dropbox.tech/application/how-we-rolled-outone-of-the-largest-python-3-migrations-ever
SQLite Consortium “How SQLite Is Tested,” 2024. [Online]. Available: https://www.sqlite.org/testing.html
Python Software Foundation, “What’s New In Python 3.12,” 2023. [Online]. Available: https://https://docs.python.org/3/whatsnew/3.12.html
Oracle Corp., “Oracle JDK Migration Guide. 4 Removed APIs,” 2024. [Online]. Available: https://docs.oracle.com/en/java/javase/21/migrate/removed-apis.html
G. Quenot, “Sedtris,” 2023. [Online]. Available: ˊ https://github.com/sputnick-dev/sedtris
M. Kalske, “Posh3d_cube_ball,” 2021. [Online]. Available: https://github.com/mi4c/Posh3d_cube_ball
Digital Bazaar Inc., “Forge,” 2021. [Online]. Available: https://github.com/digitalbazaar/forge
Chochain, “TensorForth - lives in GPU, does linear algebra and machine learning,” 2023. [Online]. Available: https://github.com/chochain/tensorForth
Q-Success, “Usage statistics of server-side programming languages for websites,” 2023. [Online]. Available: https://w3techs.com/technologies/overview/programming_language
Q-Success, “Usage statistics of PHP Version 8 for websites,” 2023. [Online]. Available: https://w3techs.com/technologies/details/pl-php/8
A. Karpathy, “ScriptBots,” 2012. [Online]. Available: https://github.com/karpathy/scriptsbots
A. Karpathy, “llama2.c,” 2023. [Online]. Available: https://github.com/karpathy/llama2.c/
G. Brockman, “My path to OpenAI,” 2016. [Online]. Available: https://blog.gregbrockman.com/my-path-to-openai
A. Krizhevsky, I. Sutskever, and G. E. Hinton, “ImageNet classification with deep convolutional neural networks,” Communications of the ACM, vol. 60, no. 6, pp. 84–90, 2017, doi: 10.1145/3065386
R. Van Noorden and J. M. Perkel, “AI and science: what 1,600 researchers think,” Nature, vol. 621, no. 7980, pp. 672–675, 2023; doi:10.1038/d41586-023-02980-0
C. Gorgulla et al., “An open-source drug discovery platform enables ultra-large virtual screens,” Nature, vol. 580, no. 7805, pp. 663–668, 2020; doi: 10.1038/s41586-020-2117-z
E. Broder, “The End of an Era. The last lecture of 6.001,” 2008. [Online]. Available: https://mitadmissions.org/blogs/entry/the_end_of_an_era_1/
J. A. Ortega, comment, “Sussmaniana,” 2009. [Online]. Available: https://jaortega.wordpress.com/2009/03/29/sussmaniana/
I. Asimov, “Profession” in Nine tomorrows, New York City, NY: Doubleday, 1959, pp. 11–68.
Habr career, “Salary forks in spring 2023: programming languages and frameworks,” 2023 (in Russian). [Online]. Available: https://habr.com/ru/companies/habr_career/articles/746038/
Logan dev, “Top 8 Most Demanded Programming Languages in 2023,” 2023. [Online]. Available: https://www.devjobsscanner.com/blog/top-8-most-demanded-programming-languages/
E. Bumiller, “We Have Met the Enemy and He Is PowerPoint,” New York Times, Section A, p. 1, 27 Apr. 2010. Available: https://www.nytimes.com/2010/04/27/world/27powerpoint.html
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