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Teaching Machine Learning Piotr Migdał, PhD data science freelancer / deepsense.io lightning talk 20 May 2016, PyData Berlin
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https://github.com/DELabUW/szkola-letnia-2015 5-day data analysis for sociology students, Warsaw
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http://workshops.deepsense.io/ ML in scikit-learn and big data in Spark, San Francisco
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• Interactive • Forgiving • Course = code • Plots inside Lesson 1: Jupyter-first
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Lesson 2: easy and nice plots (not „good old 90s”)
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UCI Machine Learning Repository: Datasets Lesson 3: real data, plots > arrays
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Summary, in 3 lines:
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Thanks! http://p.migdal.pl/ Questions? http://p.migdal.pl/2016/03/15/data-science-intro-for-math-phys-background.html