Search results for: 'used and equity behavior analytics based on machine learning'

Biomarker Analytics has always been one of the most in-demand branches of science relevant to the process of drug discovery and development in the Pharmaceutical Industry. Over the years several advances have been made in the area of biomarker analytics with the aim to accelerate the drug development process. The use of AI-based technology can incr...

Awareness of NAMA solutions has increased significantly in South Korea due to the rise of highly sophisticated and combined attacks that employ several hacking techniques. BFSI and government were the key verticals under attack; hence, NAMA adoption was mainly seen in these two verticals. In addition, SMBs have also witnessed some attacks, due to w...

The United States is undergoing a dramatic transformation across technology, finance, and industrial sectors, driven by increased innovation, investment, and consumer interest in advanced technologies. Artificial intelligence (AI), smart homes, the Internet of Things (IoT), and the metaverse are among the mainstream applications at the forefront of...

This deliverable focuses on the major trends in the machines industry, as companies look to identify and invest in areas that support energy savings. Many emerging developments aim to achieve a balance between efficiency and growth. In the IIoT era, manufacturers are looking to identify emerging industries to target that will likely become key cont...

The aim of this study is to research, analyze, and forecast the usage-based insurance (UBI) market for the European automotive industry. Currently, the specific focus is on understanding driving behavior and offers made by insurance companies. In some cases, a two-tier discount structure is present in which the first level is based on mileage and t...

AGVS streamlines tasks in order fulfillment in logistics centers as well as improve safety in production lines. AGVs can perform more than material handling such as scanning barcodes and transferring the scanned data to the central cloud system. AGVs automate all the material handling tasks and remove the need for having workers to move materials w...

The global LNG industry is approaching a hiatus in growth as current under-construction projects come online in the next 3 years without more new supply in the pipeline. As oil prices dropped, industry investment capital slowed, and project developers shifted their focus from speed to cost savings. While this will cause a pause in supply growth, de...

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...

VoE is the voice of the employee that is collected and analyzed systematically using a VoE analytics tool. Businesses use VoE tools to collect employee ideas, grievances, suggestions, and requirements about the workplace to measure employee experience (EX) and engagement. VoE data and insights are used to boost EX to increase employee retention, en...