Intro to Probabilistic Programming using PyMC3

February 8, 2017

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Adam Richards will be our guest speaker.  Adam is the lead instructor for the Galvanize Data Science program in Denver.

Ultimately, we create models to guide the decision making process. It is a typical task in data science to build a recommendation system or make a prediction about a medical diagnosis, but these recommendations or diagnoses mean so much more when they are accompanied by an estimated level of uncertainty.

This Meetup session will familiarize Python programmers with the basics concepts of probabilistic programming. We will introduce the Python package PyMC3 using several different example tutorials. Then we will use it to build a simple recommendation system and finally we will finish up
with a probabilistic implementation of a neural network.

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