From InfoWorld: AWS has rolled out new capabilities for its Clean Rooms service, designed to accelerate machine learning model development for enterprises while addressing data privacy concerns.
The updates, including incremental and distributed training, are designed to help enterprises, particularly in regulated industries, analyze shared datasets securely without copying or exposing sensitive information.
Analysts say the enhancements come amid rising demand for predictive analytics and personalized recommendations.
“The need for secure data collaboration is more critical than ever, with the need to protect sensitive information, yet share data with partners and other collaborators to improve machine learning models with collective data,” said Kathy Lange, research director at IDC.
“Often, enterprises cannot collect enough of their own data to cover a broad spectrum of outcomes, particularly in healthcare applications, disease outbreaks, or even in financial applications, like fraud or cybersecurity,” Lange added.
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