Advanced Modeling
February 24, 2019
Advanced Modeling
Tutorials on advanced statistical and machine-learning models in R and Python — from mixed-effects and Bayesian methods to neural networks, ensembles, and time-series forecasting.
All
Introduction 44
Getting Data 26
Basic Statistics 44
Data Management 42
Visualizing Data 77
Regression Models 46
Advanced Modeling 84
Programming 51
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Advanced Modeling
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NYC buses: simple Cubist regression
Advanced Modeling
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Advanced Modeling
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