Search results for: 'cases da1a learning'

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...

ChatGPT has established itself as a versatile tool with potential use cases in various business functions across industries. Potential use cases across the automotive value chain are numerous. This report looks at various scenarios in which ChatGPT can be used for the key elements of the automotive value chain including supply chain, manufacturing,...

The integration of artificial intelligence (AI) and machine learning (ML) within the space industry has the potential to significantly enhance satellite operations, space exploration, and space situational awareness, among other areas. This report investigates the impact of AI/ML on various aspects of the space industry, including satellite network...

03 Jun 2021  |  Global  |  Market Research

Global Artificial Intelligence/Machine Learning Platforms Growth Opportunities

Demand for Disruptive Technologies and Intense Competition Create Future Growth Potential

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Companies across all industry verticals recognize the importance of customer satisfaction (hence, retention) and demand generation (be it new sales, upsells or cross-sells) for business growth. Feeding data into AI/ML platforms, then making sense of such data and creating models that explain or predict customer satisfaction or demand is at the co...

As digitization progresses across industries, AI is gaining a ubiquitous adoption as more and more business processes are being automated. With this, the expectations from AI in terms of what applications can be realized using AI is also expanding, and thus a more complex set of neural networks have been introduced which are expected to leverage ad...

This research service is part of Frost & Sullivan's Integrated Commerce Research Programme. It provides an original perspective on how artificial intelligence (AI) is making its way into the retail sector. Retail has entered a new era where eCommerce and technology bellwethers like Alibaba, Amazon, Apple, Baidu, Facebook, Google, Microsoft, and Ten...

This edition of IT, Computing and Communications (ITCC) Technology Opportunity Engine (TOE) captures developments related to Artificial intelligence, Augmented Reality, Virtual Reality, Generative AI, Machine Learning Models, and Robotics Process Automation. These technologies empower users to devote their efforts to higher-value activities by auto...

Frost & Sullivan has identified that the education vertical is ripe for digital transformation and adoption of modern communications and collaboration technologies to improve operational efficiencies, improve instructor performance and enhance students’ experience. COVID-19 unmasked this sector’s lack of preparedness to address the sudden need f...

As intrusions employ a wide variety of attack vectors and methods, companies have to seriously consider continuous security monitoring, which provides real-time visibility of users and their devices when they attempt to connect to or work on an enterprise network. Security monitoring gives companies the ability to constantly look over their network...