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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Five strategies for skills-based volunteering: Lessons learned from Cloudera Cares first-ever Global Day of Service

Categories: Corporate Events Philanthropy

Corporate volunteering is on the rise. However, only half of companies encourage their employees to participate in skills-based volunteering – defined as employees applying their abilities and specialized talents to challenges facing their communities. As the Program Manager for Cloudera Cares, Cloudera’s employee giving and volunteering program at the Cloudera Foundation, I believe that we…

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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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