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Datanami is pleased to announce the results of its fourth annual Readers’ and Editors’ Choice Awards, which recognizes the companies, products, and projects that have made a difference in the big data community this year. These awards, which are nominated and voted on by Datanami readers, give us insight into the state of the community.

We’d like to thank our dedicated readers for weighing in on their top picks for the best in big data. It’s been a privilege for us to present these awards, and we extend our congratulations to this year’s winners.

Best Big Data Product or Technology: Machine Learning

Best Big Data Product or Technology: Internet of Things

Best Big Data Product or Technology: Big Data Security

Best Big Data Product or Technology: Streaming Analytics

Best Big Data Product or Technology: Data Visualization

Best Big Data Product or Technology: Cloud Service Provider

Best Big Data Product or Technology: Data Management

Best Big Data Product or Technology: Operational Database

Best Big Data Product or Technology: Data Science Platform

Best Big Data Startup

Top 5 Open Source Projects to Watch

Top 5 Vendors to Watch

Top Big Data Achievement