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At Beijing's AutoChina 2024, local businesses such as BYD and NIO demonstrated the major technological and commercial strides made in China's electric car industry. These businesses have grown both internationally and domestically to acquire significant market share. Strategic alliances between Western and Chinese OEMs, a combination of resources a...

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...

This analysis explores the transformation of healthcare from reactive disease treatment toward proactive, continuous, and personalized health management driven by AI, digital health, and predictive intelligence. Rising chronic disease burdens, aging populations, and escalating healthcare costs are accelerating demand for early detection, continuous...

Video telematics solutions are poised to become the norm amongst enterprise fleets in the initial phase, owing to reduced vehicle claims, efficient driver exoneration, and higher realized return on investment. Medium and heavy-duty commercial vehicles for long-haul vehicle operations are primarily poised to be early adopters of video telematics, gi...

The business process management (BPM) or business process outsourcing services market continues to grow, driven by digital transformation, AI adoption, and cost optimization pressures. Organizations are shifting from traditional labor arbitrage models to outcome-based engagements with automation, AI-driven analytics, and hyper-personalization of cl...

The global oil & gas sector is entering a phase where traditional growth models are increasingly misaligned with structural shifts driven by decarbonization, geopolitical disruption, technological change, and tightening societal and regulatory constraints. This analysis outlines 10 non‑negotiable strategic imperatives that will define long‑term com...

This research service provides the key research findings of the global portable/handheld test equipment market. This market has 3 segmentsgeneral purpose test equipment, electrical test equipment, and environmental test equipment. This study features revenue forecasts from 2009 to 2019, while providing analysis of each market from pricing, end use...

This research service investigates technologies that propel the development of new targeted immunotherapies, particularly those that deliver therapeutic DNA and proteins. The top 3 growth opportunities focus on enhanced gene delivery systems for greater precision, the support of such systems through novel biotech platforms, and the affordability of...

This research service analyzes the global nondestructive testing (NDT) training services market. The global market has been divided into 5 regions: North America, Europe, Asia- Pacific, Middle East-Africa, and Latin America. This study provides an overview of the current trends affecting each region, and shows the competitive environment and revenu...