InfoQ Homepage Presentations Building Robust Machine Learning Systems
Building Robust Machine Learning Systems
43:41
Summary
Stephen Whitworth talks about his experience at Ravelin, and provides useful practices and tips to help ensure our machine learning systems are robust, well audited, avoid embarrassing predictions, and introspectable.
Bio
Stephen Whitworth is a co-founder and machine learning engineer at Ravelin, helping fight fraudsters online. He previously worked at Hailo, where he built data products and simulations to understand how people move around cities. He also started golearn, one of the most popular machine learning libraries for Go.
About the conference
Software is changing the world. QCon empowers software development by facilitating the spread of knowledge and innovation in the developer community. A practitioner-driven conference, QCon is designed for technical team leads, architects, engineering directors, and project managers who influence innovation in their teams.
Apr 05, 2017