Tag Archives: AI

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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Boosting enterprise machine learning with automated feature engineering

Categories: Machine Learning

Machine learning. The very name suggests there’s little involvement required from actual people. It’s a bit surprising to note, then, that perhaps the most limiting factor in data science and machine learning today is people. People add complexity. People add the risk of error. And people add a lot of time. However, we’ll always need…

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To the Future

Categories: Corporate Data Science Machine Learning

I started Fast Forward Labs more than three years ago with the vision of creating a new mechanism for applied research, helping businesses large and small understand how recently possible machine learning and applied artificial intelligence technologies could be useful for solving real business problems. Since then, we’ve published reports, built prototypes, and advised organizations…

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Fast Forward!

Categories: Corporate Data Science Machine Learning

Artificial intelligence (AI) and machine learning (ML) are topics of serious interest among mainstream enterprises these days. This isn’t new. Cloudera’s customers have been building AI applications on our modern platform for machine learning and analytics for years, and we have hundreds of large enterprises in production with those applications today. Momentum is building, though.…

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