InfoQ Homepage Presentations The Lego Model for Machine Learning Pipelines
The Lego Model for Machine Learning Pipelines
49:07
Summary
Leah McGuire describes the machine learning platform Salesforce wrote on top of Spark to modularize data cleaning and feature engineering. It allows easy reuse of components, simplifying model building and changes.
Bio
Leah McGuire is a Senior Member of Technical Staff at Salesforce, implementing data-driven features and recommendations in Salesforce products.
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.
Jan 16, 2016