Bayesian Modeling and Probabilistic Programming

​Contributing to Bayesian open-source projects - Rob Zinkov

​About the event

​Outline:

• ​The Bayesian framework

• ​Probabilistic programming

• ​Creating scientific software packages

• ​PyMC

​About the speaker:

​Rob Zinkov is a machine learning engineer and data scientist. My work covers how to more efficiently specify and train deep generative models as well as how to more effectively discover a good statistical model for your data. Previously I was a research scientist at Indiana University where I was the lead developer of the Hakaru probabilistic programming language.

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