Note: this is part I AND II of a III-part series I am working right now... (more…)

Mission: To curate and create resources for practitioners to design, develop, deploy, and maintain ML applications at scale to drive measurable positive business impact. (more…)

Data products have always been an instrumental part of Airbnb’s service. However, we have long recognized that it’s costly to make data products. For example, personalized search ranking enables… (more…)

Learn how to perform image recognition of fashion items using machine learning and R. We'll identify shirts, pants, dresses, sneakers, hats, and more, by building an artificial intelligence model on a... (more…)

Machine learning systems are now ubiquitous and work well in several applications, but it is still relatively unexplored how much information they can leak. This blog post explores the most recent techniques that cause ML models to leak private data, an o... (more…)