Название: Data Science and Visual Computing (Advanced Information and Knowledge Processing)
Автор: Rae Earnshaw, John Dill, David Kasik
Издательство: Springer
Год: 2019
Формат: True PDF/ePub
Страниц: 128
Размер: 14.1 Mb
Язык: English
Data science addresses the need to extract knowledge and information from data volumes, often from real-time sources in a wide variety of disciplines such as astronomy, bioinformatics, engineering, science, medicine, social science, business, and the humanities. The range and volume of data sources has increased enormously over time, particularly those generating real-time data. This has posed additional challenges for data management and data analysis of the data and effective representation and display. A wide range of application areas are able to benefit from the latest visual tools and facilities. Rapid analysis is needed in areas where immediate decisions need to be made. Such areas include weather forecasting, the stock exchange, and security threats. In areas where the volume of data being produced far exceeds the current capacity to analyze all of it, attention is being focussed how best to address these challenges.