Data Science Brain

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YT Playlists to Learn Complete SQL Database Design Course freeCodeCamp https://www.youtube.com/watch?v=ztHopE5Wnpc&pp=ygUPc3FsIGZ1bGwgY291cnNl SQL (Full Course) - QAFox https://www.youtube.com/watch?v=pVKT4N-Cgb8&list=PLsjUcU8CQXGFFAhJI6qTA8owv3z9jBbpd SQL Tutorial - Full Database Course for Beginners - freeCodeCamp https://www.youtube.com/watch?v=HXV3zeQKqGY&pp=ygUPc3FsIGZ1bGwgY291cnNl SQL Tutorial for Beginners (and Technical Interview Questions Solved) - freeCodeCamp https://www.youtube.com/watch?v=-fW2X7fh7Yg&pp=ygUPc3FsIGZ1bGwgY291cnNl MySQL Tutorial for Beginners - Programming with Mosh https://www.youtube.com/watch?v=7S_tz1z_5bA&pp=ygUPc3FsIGZ1bGwgY291cnNl SQL Full Course | SQL For Beginners | Mysql Full Course - Simplilearn https://www.youtube.com/watch?v=AA7i2GcTGwU&pp=ygUPc3FsIGZ1bGwgY291cnNl

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Probabilistic Methods ocw. mit. edu/courses/18-226-probabilistic-method-in-combinatorics-fall-2020/ Fourier Analysis ocw. mit. edu/courses/18-103-fourier-analysis-fall-2013/ Intro to Statistics coursera. org/learn/stanford-statistics Calculus learn.saylor. org/course/view.php?id=25 Statistics learn.saylor. org/course/view.php?id=28

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10 Famous and Useful Demo Data Sets Titanic passengers https://github.com/Geoyi/Cleaning-Titanic-Data World Population Prospects https://esa.un.org/unpd/wpp/Download/Standard/Population/ Gapminder’s GDP per capita vs. child mortality https://github.com/open-numbers/ddf--gapminder--gdp_per_capita_cppp https://github.com/open-numbers/ddf--gapminder--child_mortality Significant Earthquakes Database https://www.ngdc.noaa.gov/nndc/struts/form?t=101650&s=1&d=1 Enron emails https://www.cs.cmu.edu/~./enron/ Anscombe’s quartet https://en.wikipedia.org/wiki/Anscombe%27s_quartet Les Miserables https://networkdata.ics.uci.edu/data.php?id=109 TLC Trip Data http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml Napoleon’s March https://www.cs.uic.edu/~wilkinson/TheGrammarOfGraphics/minard.txt TPC benchmarks (Transaction Processing Performance Council) http://www.tpc.org/information/benchmarks.asp

10 Famous and Useful Demo Data Sets Titanic passengers https://github.com/Geoyi/Cleaning-Titanic-Data World Population Prospects https://esa.un.org/unpd/wpp/Download/Standard/Population/ Gapminder’s GDP per capita vs. child mortality https://github.com/open-numbers/ddf--gapminder--gdp_per_capita_cppp https://github.com/open-numbers/ddf--gapminder--child_mortality

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