Tag: data pipeline

Orchestrator Emerges to Speed ML Models to Production

Mar 6, 2018 |

As the pace of machine learning model development accelerates, vendors are beginning to offer orchestration tools designed to help data scientists manage the testing, retraining and redeployment of predictive analytics models with short shelf lives. Read more…

The Top Three Challenges of Moving Data to the Cloud

Jul 4, 2017 |

Most data-driven businesses have already or are looking to move their data from on-premises databases to the cloud in order to take advantage of its unlimited, on-demand storage and compute cycles. Read more…

How Pandora Uses Kafka

May 31, 2017 |

As a big Hadoop user, Pandora Media is no stranger to distributed processing technologies. But when the music streaming service decided to transition its ad tracking system from a batch-oriented system into a real-time one, it brought in a new technological underpinning to serve as the core foundational element. Read more…