Search results for: 'use and equip 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...

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...

The construction and agricultural equipment market is expected to experience moderate growth in the North American market and moderate-to-strong growth in the European market until 2030. Investments in residential, urban, and transportation infrastructure will drive sales of compact construction equipment, while the consolidation of farms (both in ...

03 Sep 2015  |  Global  |  Market Research

Global Big Data and Cloud Analytics Test Services Market

Self-Organizing Networks, Cloud-Based Radio Access Networks, and Internet of Things to Drive the Market

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Due to the unprecedented rise in digital information, network operators are challenged with finding ways to address network utilization more efficiently. In a bid to curb capital investments and operating expenditures, cloud computing is being adopted at a higher pace than ever before. As software-defined networks (SDN) and network function virtual...

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...

The factbook includes segment such as chromatography, molecular spectroscopy, elemental spectroscopy, mass spectrometer, analytical microscopes, gas analyzer, liquid analyzer, analytical X-ray instrumentation. Market solutions that reduce the total cost for customers will spur overall market growth. Frost & Sullivan finds that a key end user demand...