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 any single site for rare events, regulatory guidelines that prohibit data sharing, infrastructure requirement, and cost incurred in creating a centralized data repository.

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AWS Analytics Analytics Machine Learning 100

Becoming Human

MARCH 16, 2023

Data When it comes to AI, it always comes down to input data. Data silos and legacy systems that wouldn’t allow their consolidation are big hurdles to AI research in any domain. In the pharmaceutical industry, the problem may be even more pronounced.

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AI AI Deep Learning Deep Learning 139

DrivenData Labs

MARCH 30, 2023

Steven Wu is an Assistant Professor in the School of Computer Science at Carnegie Mellon University, with his primary appointment in the Software and Societal Systems Department, and affiliated appointments with the Machine Learning Department and the Human-Computer Interaction Institute. What motivated you to participate? :

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Machine Learning Machine Learning Data Science Algorithm 162

Pickl AI

DECEMBER 4, 2023

Marketing Targeted Campaigns Increases campaign effectiveness and ROI Data silos leading to inconsistent information. Implementing integrated data management systems. Implementing transparent data privacy policies. Social Media Analytics Analyses sentiment and improves brand perception Handling unstructured data.

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Data Analysis Data Analysis Artificial Intelligence Artificial Intelligence 52