Architecture of Giants: Data Stacks at Facebook, Netflix, Airbnb, and Pinterest - Keen
Architecture of Giants: Data Stacks at Facebook, Netflix, Airbnb, and Pinterest Here at Keen IO, we believe that companies who learn to wield event data will have a competitive advantage. That certainly seems to be the case at the world’s leading tech companies. We continue to be amazed by the data engineering teams at Facebook, Amazon, Airbnb, Pinterest, and Netflix. Their work sets new standards
Midwest.io 2014 - Building a Production Machine Learning Infrastructure - Josh Wills
This talk was given at Midwest.io 2014. Cloudera's Data Science Team has a simple mission: build an analytics infrastructure so awesome that it makes Google's Ads Quality Team seethe with jealousy. To that end, I'll give an overview of Cloudera's current data science tools, including Oryx and Spark for building and serving machine learning models, Gertrude for multivariate testing, and Impala for
Architecting a Machine Learning System for Risk
Online risk mitigationAt Airbnb, we want to build the world’s most trusted community. Guests trust Airbnb to connect them with world-class hosts for unique and memorable travel experiences. Airbnb hosts trust that guests will treat their home with the same care and respect that they would their own. The Airbnb review system helps users find community members who earn this trust through positive in
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