Facilitating the Spread of Knowledge and Innovation in Professional Software Development

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InfoQ Homepage Presentations The Lego Model for Machine Learning Pipelines

The Lego Model for Machine Learning Pipelines



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.


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.

Recorded at:

Jan 16, 2016