Overview on Nick Pentreath Large Scale Data Processing
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Scaling Factorization Machines on Spark Using Parameter Servers (Nick Pentreath)
Productionizing Spark ML Pipelines with the Portable Format for Analytics (Nick Pentreath)
Productionizing ML Pipelines with PFA by Nick Pentreath
Deploying Machine Learning Models in Practice - Nick Pentreath
Deep Learning for Recommender Systems (Nick Pentreath)
Using Spark and Shark to Power a Real-time Recommendation.....- N. Pentreath (Graphflow)
Large Scale Data Processing with Python and Apache Spark
Berlin Buzzwords 2019: Nick Pentreath – Open standards for machine learning deployment #bbuzz
How We Built a Highly Scalable Machine Learning Platform Using Apache Mesos - Daniel Sârbe, SDL
Machine Learning Infrastructure for Netflix Recommendations
Kilosort + phy - Nick Steinmetz
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Last Updated: August 17, 2026
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