Search results for: 'use ad equity behavior analytics based on machine learning'

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...

While economic uncertainty will impact new projects of oil and gas, and construction, the established/existing industrial base will continue to seek laboratory analytical services. Stringent enforcement of regulations and growth in local populace coupled with increase in number of expats, especially in GCC countries has translated into greater de...

Several European countries, including Germany, the United Kingdom, and Denmark, are at the forefront of leveraging the potential of biogas produced through the anaerobic digestion (AD) of energy crops, agricultural waste, organic waste, and sewage sludge. Subsidies and incentives are the key growth drivers. As part of its Net Zero by 2050 Strategy,...

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...

Latin America is going through challenging times with isolation measures and economic difficulties due to COVID-19. The global microchip shortages and the closure of regional automotive factories impacted new car sales, and stimulated the rise of their prices. It also provoked the increase of used car sales and prices in the region. In 2020, 18.5 m...

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...

Learning management solutions (LMS) serve as an excellent means to deliver multimedia and interactive course content to today?s generation of digitally connected students and workforce. The need for this shift in learning/teaching methodologies is the result of changing expectations from students and their parents regarding educational institutions...

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...

Most enterprises don’t have the time, interest or skill to continually monitor their cloud environments for efficiency—for example, to ensure that their instance sizes are adequate as application usage fluctuates; that they aren’t running idle virtual machines (VMs); or that they aren’t paying more than they need to. To help customers optimize thei...