Search results for: 'learning and developement'

Microbiome research is on the rise following technological advancements and significant cost reductions in microbiome analysis. Research has unlocked the potential of microbiome in medical use cases, yielding tremendous insights on its nature, interactions, and impact within a host and in an external environment. Advanced studies on the role of mic...

European economies had a challenging 2022 due to the onset of the Russo-Ukrainian War and the heightened inflationary pressure. The war impacted national security and weighed heavily on regional companies' economic performance. Historic price levels mandated monetary policy tightening as energy and fuel prices reduced consumer spending. Moreover, r...

Immuno-oncology (I-O) therapies target tumors by harnessing the host s immune system. With the growing incidence and prevalence of various types of aggressive and refractory cancers, the next-generation I-O therapy pipeline has witnessed significant growth. Chimeric antigen receptor (CAR)-T cell therapy and tumor-targeted antibody therapies, includ...

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 Frost & Sullivan research examines the growing need for artificial intelligence (AI) services to help businesses meet key goals and objectives, as well as the strategic position of public cloud service providers to develop and launch successful AI capabilities for customers. The report discusses the importance of public cloud providers in the ...

Although the telecoms landscape in APAC has changed a lot since the onset of the COVID-19 pandemic, data as a key driver of traffic and 5G monetization as the industry’s biggest bottleneck remain important trends impacting the industry. As 5G enterprise develops, enhanced mobile broadband (eMBB) is expected to continue to impact the mobile operator...

This edition of the IT, Computing and Communication Technology Opportunity Engine captures developments related to Unified AI robotics, Hybrid GPU cloud and MLOps, Production inference stack, Full-stack reinforcement-learning compute, AI Infrastructure, Computer Vision, Software-Defined Applications, Developer Platform & Cloud Application Deploymen...

The global pharmaceutical research and development (R&D) pipeline accounts for more than 21,000 molecules, as of April 2023, indicating a 5.8% hike over 2022, with more than 6,100 molecules in active development. In general, however, the pharma/biopharma industry has stagnated with respect to R&D activity. Overall R&D expenditure totals about $276....

27 Oct 2021  |  Asia Pacific  |  Frost Radar

Frost Radar™ for Economic Development: Broader Asia, 2021

Australia, South Korea, and New Zealand Emerge as the Broader Asian Leaders

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Key Issues Addressed

The Frost Radar™ for Economic Development determines a region's future growth and development potential measured by its ability to enhance citizen satisfaction of quality of life. This report explores Broader Asia’s strengths and weaknesses through country-level assessments of growth and innovation initiatives and benchmarks each country on these t...