In April, I attended the Data Science Research Symposium at University of Massachusetts Amherst and gave a short talk highlighting Wayfair’s marketing data science projects. The full video and slides are below, but here’s an overview. Goals of marketing data science at Wayfair As the largest online retailer of furnishings…
At Wayfair, the data science teams collaborate with other partner teams to translate business problems into analytical frameworks, leverage data and machine learning to make robust predictions and recommendations, and build engineering architecture to scale up machine learning solutions. In a recent machine learning seminar at Northeastern University in Boston,…
Here at Wayfair, we believe complexity theory to be valuable and quite helpful in terms of data center builds. In particular, there are certain ways we can use this theorem to prevent outages in the future. There will forever be unpredictable events – how do we assess their difficulty or…
Wayfair’s mobile architect, Jeff Ladino, is giving the second of a series of tech talks, on Wayfair’s mobile applications. The event will be held at Wayfair’s new offices, 4 Copley Place, on Tuesday, September 9th, from 6 pm to 7:30. Pizza will be served. Details on the talk, and free Eventbrite…
Last weekend was the inaugural run of the Northeast PHP Conference in Boston. Wayfair was a gold sponsor, so we bought t-shirts, paid for apps and beer at the Saturday night event, and also sent about 15 engineers to the event. I gave a talk on High Performance PHP, and…
Python is my favorite computer language for data science, but it is a poorly standardized beast when it comes to packaging, deployment, web operations, etc. There are plenty of people who are deploying Python code to the web effectively, but especially in the data science area, there is no equivalent…
If you haven’t heard about the ESC Conference yet, you should check it out! It’s a new conference this year, giving us all another place to congregate and discuss running code and systems at scale. If you’ve been to a devopsdays conference before then you will be familiar with and…
