Screencasts: A Data Origami (2014)

MP4 | AVC 1178kbps | English | 960x600 | 30fps | 2h 20mins | AAC stereo 235kbps | 1.51 GB

Genre: Video Training

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