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Title: GitHub - datasciencemasters/go: The Open Source Data Science Masters

Open Graph Title: GitHub - datasciencemasters/go: The Open Source Data Science Masters

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Description: The Open Source Data Science Masters. Contribute to datasciencemasters/go development by creating an account on GitHub.

Open Graph Description: The Open Source Data Science Masters. Contribute to datasciencemasters/go development by creating an account on GitHub.

X Description: The Open Source Data Science Masters. Contribute to datasciencemasters/go development by creating an account on GitHub.

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adverse consequences and complications of learning from datahttp://machinebias.org
elections undermined by psychographicshttps://en.wikipedia.org/wiki/Facebook%E2%80%93Cambridge_Analytica_data_scandal
dismal gender (Men=74%) and BIPOC diversity in the AI fieldhttps://www.nytimes.com/2016/06/26/opinion/sunday/artificial-intelligences-white-guy-problem.html
eugenicshttps://www.technologyreview.com/s/612275/sociogenomics-is-opening-a-new-door-to-eugenics/
explainability crisishttps://hbr.org/2018/07/when-is-it-important-for-an-algorithm-to-explain-itself
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identify peoplehttps://onlinelibrary.wiley.com/doi/abs/10.1002/widm.1278
detain themhttps://www.buzzfeednews.com/article/meghara/china-new-internment-camps-xinjiang-uighurs-muslims
"aggression" detection microphones in schoolshttps://features.propublica.org/aggression-detector/the-unproven-invasive-surveillance-technology-schools-are-using-to-monitor-students/
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Logic Magazinehttps://logicmag.io/care/informatics-of-the-oppressed/
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decompositionhttp://sites.fas.harvard.edu/~libs111/files/lectures/unit1-3.pdf
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Book $18https://bookshop.org/a/2958/9780691164076
https://github.com/datasciencemasters/go#the-scientific-process--experimentation
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Research Design A Step-by-Step Guidehttps://www.scribbr.com/methodology/research-design/
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https://github.com/datasciencemasters/go#querying-data
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https://github.com/datasciencemasters/go#math--statistics
https://github.com/datasciencemasters/go#calculus
MIT OpenCourseWarehttp://ocw.mit.edu/courses/mathematics/18-01-single-variable-calculus-fall-2006/
MIT OpenCourseWarehttp://ocw.mit.edu/courses/mathematics/18-02sc-multivariable-calculus-fall-2010/
https://github.com/datasciencemasters/go#linear-algebra
Better Explained / Articlehttps://betterexplained.com/articles/linear-algebra-guide/
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Book $46https://bookshop.org/a/2958/9780596529321
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Book $50https://bookshop.org/a/2958/9781491921289
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Bookhttp://stanford.edu/~boyd/cvxbook/bv_cvxbook.pdf
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https://github.com/datasciencemasters/go#-doing-data-science
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Videohttps://youtu.be/iPdO9MwdcLE
Book $25http://amzn.to/1J7lILJ
Machine Learning: The High-Interest Credit Card of Technical Debthttps://static.googleusercontent.com/media/research.google.com/en//pubs/archive/43146.pdf
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UChicago / Videohttps://buomsoo-kim.github.io/learning/2020/03/30/Craft-of-writing-effectively.md/
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25.9k starshttps://github.com/datasciencemasters/go/stargazers
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