Boris ShabashinTowards Data ScienceBayesian Generalized Linear Models with PyroOne of the most common “first lines of attack” when faced with a predictive or analytical data project is the family of Generalized Linear…Oct 27, 2020Oct 27, 2020
Boris ShabashinTowards Data ScienceProbabilistic Programming with Pyro and a Kitchen ScaleAdding support for uncertainty when optimizing your parametersJun 28, 2020Jun 28, 2020
Boris ShabashinTowards Data ScienceEnd-to-end Quantitative Analysis — Moving from SKLearn to PySparkExploring Spark and the Use of Distributed Computing for Machine LearningApr 2, 2020Apr 2, 2020
Boris ShabashinTowards Data ScienceEnd-to-end Quantitative Analysis — Automating ML using AWSCLIEmploying AWSCLI to spin, run, and tear down an AWS serverMar 2, 2020Mar 2, 2020
Boris ShabashinTowards Data ScienceEnd-to-end Quantitative Analysis — Script Set-up and Storage on AWSEmploying Yahoo! Finance, AWS, and ML to Find Good TradesFeb 14, 20203Feb 14, 20203
Boris ShabashinTowards Data ScienceReasoning With Probability — Is My Model Good Enough?Using probabilistic programming to quantify a model’s uncertaintyDec 30, 20191Dec 30, 20191