Tag Archives: data science

Open Data Science and Machine Learning for Business with Cloudera Data Science Workbench on HDP

Categories: Data Science

It’s official – Cloudera and Hortonworks have merged, and today I’m excited to announce the availability of Cloudera Data Science Workbench (CDSW) for Hortonworks Data Platform (HDP).  Trusted by large data science teams across hundreds of enterprises — Western Union and IQVIA to name just a couple — CDSW is now also ready to help…

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An introduction to Federated Learning

Categories: Data Science Machine Learning

We’re excited to release Federated Learning, the latest report and prototype from Cloudera Fast Forward Labs. Federated learning makes it possible to build machine learning systems without direct access to training data. The data remains in its original location, which helps to ensure privacy and reduces communication costs. This article is about the business case…

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Federated Learning: Machine Learning with Privacy on the Edge

Categories: IoT / Connected Products Machine Learning

Federated Learning is a technology that allows you to build machine learning systems when your datacenter can’t get direct access to model training data. The data remains in its original location, which helps to ensure privacy and reduces communication costs. Privacy and reduced communication make federated learning a great fit for smartphones and edge hardware,…

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