Search results for: 'plan tool'

Traditional training environments face patient safety risks, resource constraints, and limited exposure to rare event scenarios. Additionally, physical simulations are costly, limiting accessibility (especially in resource-constrained settings). Current simulation models lack personalization, resulting in operational complexity for hospitals due to...

This edition of the Cyber Security Technology Opportunity Engine (TOE) examines expanding prospects within cloud-based software protection solutions, highlighting systems for overseeing credibility and tools for monitoring and safeguarding machine learning environments. It covers strategies for spotting issues in virtual infrastructures, overall or...

This Frost & Sullivan analysis examines the clinical next-generation sequencing (NGS) industry, covering the different type of products, workflows, and applications for clinical purposes. The global market is projected to grow steadily from 2024 to 2030, achieving significant revenue milestones, driven largely by services and informatics segments. ...

The ongoing outbreak of coronavirus (COVID-19), first identified in December 2019 in Wuhan—the most populous city in Central China—evolved rapidly to be characterized as a pandemic by the World Health Organization (WHO) on 11 March 2020. Globally, organizations have been monitoring the COVID-19 situation closely and many have already implemented (o...

The additive manufacturing sector has seen significant growth in recent years owing to growing demand for customized products and complex geometries in various sectors, including automotive, defense, aerospace, consumer electronics, manufacturing, and energy. AI has a wide range of applications in additive manufacturing at various levels and is a k...

The study covers the digital transformation initiatives of Citigroup Inc. which offers financial products and services to consumers, corporations, governments, and institutions across 160 countries and jurisdictions. Citigroup was founded in 1812 in New York and has since then expanded aggressively to offer numerous financial products to cater to t...

29 Jul 2021  |  Global  |  Technology Research

Federated Learning: New Approach to Building AI Models

Leveraging Open Source Tools to Accelerate Technology Development across Organizations and Regions

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Traditional machine learning (ML) models are centralized and involve vast amounts of data. However, both the urgency to guarantee data privacy and to abide by strict regulations imposed across regions have contributed to the emergence of a new and powerful alternative technique, federated learning. Instead of acquiring data from a central server or...

The study covers the digital transformation initiatives of JPMorgan Chase & Co (JPMorgan) which has a legacy dating back to 1799. Since then, it has expanded aggressively with a number of mergers and acquisitions. JPMorgan provides both retail and corporate financial services to consumers, corporations, governments and institutions in more than 100...

The AI landscape is undergoing rapid transformation, driven by disruptive technologies, evolving enterprise needs, and the imperative to innovate at scale. This study identifies the Top 10 Growth Opportunities in AI Technologies and Platforms that will shape global markets in 2025 and beyond. These opportunities reflect the convergence of strategic...