Screencasts: A Data Origami (2014)
Learn data science and statistics through bite-size screencasts. Data Origami is a simple idea. It provides screencasts on topics relevant to a data scientist. Each screencast is 9-13 minutes in length on a narrow and specific topic. Screencasts all use Python and are presented in an IPython notebook including text, mathematical equations, code and plots.
001. Bayesian Beta Binomial.mp4
002. PCA – Intro.mp4
003. PCA – Image.mp4
005. BayesianA-BTesting.mp4
006. WhySurvivalAnalysis.mp4
007. SurvivalFunction.mp4
008. PatsyEncoding.mp4
009. Estimating the Hazard Rate.mp4
010. BayesianCarProblem.mp4
011. PandasScraping.mp4
012. WeightedSamples.mp4
013. AgeInference.mp4
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