InfoQ Homepage Presentations MLeap: Release Spark ML Models
MLeap: Release Spark ML Models
34:13
Summary
Hollin Wilkins discusses the reasons behind MLeap, outlines the programming time saved by using it, shows benchmarks of several online models, and provides a demo and examples of using it in practice.
Bio
Hollin Wilkins is a lead ML engineer at TrueCar. He has been working on ML infrastructure since 2015, focusing on platforms for data scientists and engineers to rapidly iterate on ML algorithms and pipeline deployments. Previously he worked in the games industry at LindenLab on Blocksworld and Versu, helping to build everything from game UI, to servers, to custom logic languages that drive UX.
About the conference
Managing Big Data has become a major competitive advantage for many organizations and hence maintaining a proper analytics platform is vital for an organization's survival. This conference provides insights and potential solutions to address Big Data issues from well known experts and thought leaders through panel sessions and open Q&A sessions.
Dec 04, 2016