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The 10 Hottest Data Science And Machine Learning Startups of 2021 (So Far)
Rick Whiting
Businesses looking to bring the rewards of big data analysis to everyday users need ways to prepare and organize data and develop machine learning models for analyzing it. Here’s a look at 10 hot startups developing leading-edge data science and machine learning technologies that help them do that.

Apheris
Top Executive: Robin Rohm, Co-Founder and CEO
Headquarters: Berlin, Germany
Apheris, founded in 2019, offers a platform for cross-company data science operations and collaboration. The software makes it possible to securely analyze distributed data from multiple parties while keeping proprietary information private.
In August 2020 Apheris raised 2.5 million Euros (approximately $2.98 million) in seed funding.