Machine Learning

Building a Production Machine Learning Infrastructure

Last Updated on June 7, 2016

Midwest.io is was a conference in Kansas City on July 14-15 2014.

At the conference, Josh Wills gave a talk on what it takes to build production machine learning infrastructure in a talk titled “From the lab to the factory: Building a Production Machine Learning Infrastructure“.

Josh Wills is a the Senior Director of Data Science at Cloudera and formally worked on Google’s ad auction system.

In this post you will discover insight into what it takes to build production machine learning infrastructure.

Data Science

Josh calls himself a data scientist and is responsible for one of the more cogent descriptions of what a data scientist is. Best expressed as a tweet:

He says that there are two types of data scientist, the first type is a statistician that got good at programming. The second is a software engineer who is smart and got put on interesting projects. He says that
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