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This study features emerging Trend Opportunity Profiles that share novel business outlooks in the form of models that offer convenience to customers and profit to owners through advanced technology usage, increased digital presence, and strategic collaborations.With a shift in consumption patterns towards personalization and ease of access as the p...

This series introduces a collection of emerging Trend Opportunity Profiles that showcase innovative business models shaping the next wave of global transformation. These profiles emphasize the growing adoption of advanced technologies, the strengthening of digital ecosystems, and the shift toward environmentally responsible practices. One of the ke...

Server-side ad insertion has normally been about tackling the problems of ad blocking and device fragmentation. But the industry is now seeing platform shifts that change the sweet spot of ad stitching towards live and catch-up TV. Client-side ad SDKs have grown in sophistication, the platforms they run have become more capable and the transition t...

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...

Technological advancements are disrupting the healthcare industry. There is an increasing trend toward personalized and precise medical treatments, such as personalized genomics, which provide outputs at a much lower cost and at a faster speed than has ever been possible. Precision medicine has also driven the development of targeted drug delivery,...

The Frost Radar™ for the demand-side platform (DSP) market assesses providers offering software solutions that enable advertisers and agencies to plan, buy, measure, execute, and optimize their global advertising initiatives. These platforms act as advertising demand aggregators that permit the acquisition of ad inventory from media supply sources,...

The recent introduction of ChatGPT from artificial intelligence (AI) firm OpenAI has captured the imagination of the world and moved AI further into mainstream conversation. ChatGPT is “humanizing” AI in a way that has not been experienced before, generating impressive content from relatively simple requests (or prompts) written in natural language...

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 one of the leading credit and financial management company in the United States. Credit Karma which started its business by offering free credit score and free credit report has moved much beyond and rolled out a series of products to cater to the full stack of the market. In the study, Frost has presented the evolution of Credit K...