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2015

Data Silos

Database

Federated Learning on AWS with FedML: Health analytics without sharing sensitive data – Part 2

AWS Machine Learning Blog

JANUARY 13, 2023

Analyzing real-world healthcare and life sciences (HCLS) data poses several practical challenges, such as distributed data silos, lack of sufficient data at a single site for rare events, regulatory guidelines that prohibit data sharing, infrastructure requirement, and cost incurred in creating a centralized data repository.

AWS

AWS Analytics Analytics Machine Learning

Meet the winners of Phase 1 of the PREPARE Challenge

DrivenData Labs

SEPTEMBER 10, 2024

Meet the winners of the main prize track ¶ Prize Team Data Summary 1st Place VBM_CSE_UB (SUNY Buffalo) Audio recordings, acoustic features, demographic information, and clinical data from 2,086 participants in the DementiaBank dataset. Dr. Reid also teaches Data Science at the University of California at Berkeley.

Machine Learning

Machine Learning Machine Learning Computer Science Computer Science

Webinars

What’s New in Apache Airflow® 3.0—And How Will It Reshape Your Data Workflows?

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Federated Learning on AWS with FedML: Health analytics without sharing sensitive data – Part 2

Meet the winners of Phase 1 of the PREPARE Challenge

Webinars

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