Apply Data Science, Thomas Barton

Автор: Thomas Barton   (Томас Бартон)
Название:  Apply Data Science
Перевод названия: Томас Бартон: Примените науку о данных
ISBN: 9783658387976
Издательство: Springer
Классификация:




ISBN-10: 3658387971
Обложка/Формат: Paperback
Страницы: 232
Вес: 0.51 кг.
Дата издания: 31.01.2023
Язык: English
Издание: 1st ed. 2023
Иллюстрации: 61 illustrations, color; 17 illustrations, black and white; xiii, 232 p. 78 illus., 61 illus. in color.
Размер: 168 x 239 x 14
Читательская аудитория: Professional & vocational
Подзаголовок: Introduction, applications and projects
Ссылка на Издательство: Link
Рейтинг:
Поставляется из: Германии
Описание: This book offers an introduction to the topic of data science based on the visual processing of data. It deals with ethical considerations in the digital transformation and presents a process framework for the evaluation of technologies. It also explains special features and findings on the failure of data science projects and presents recommendation systems in consideration of current developments. Machine learning functionality in business analytics tools is compared and the use of a process model for data science is shown. The integration of renewable energies using the example of photovoltaic systems, more efficient use of thermal energy, scientific literature evaluation, customer satisfaction in the automotive industry and a framework for the analysis of vehicle data serve as application examples for the concrete use of data science. The book offers important information that is just as relevant for practitioners as for students and teachers.
Дополнительное описание: Introduction.- Introduction to Data Science.- Systems, Tools and Methods.- Applications.