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Książka Guide to Industrial Analytics Richard Hill

Guide to Industrial Analytics

Solving Data Science Problems for Manufacturing and the Internet of Things

Autor: Richard Hill, Stuart Berry
Język: Angielski
Oprawa: Miękka
Wydawca: Springer, Berlin
Dostępność: Dostępna u dostawcy
Wysyłamy za 5-8 dni
231.55 zł
This textbook describes the hands-on application of data science techniques to solve problems in man...

Informacje o książce

Autor
Richard Hill, Stuart Berry
Język
Angielski
Oprawa
Książka - Miękka
Data wydania
2022
strony
275
EAN
9783030791063
Enbook ID
41464786
Wydawca
Springer, Berlin
Waga
458
Wymiary
155 x 235 x 17

Pełny opis

This textbook describes the hands-on application of data science techniques to solve problems in manufacturing and the Industrial Internet of Things (IIoT). Monitoring and managing operational performance is a crucial activity for industrial and business organisations. The emergence of low-cost, accessible computing and storage, through Industrial Digital Technologies (IDT) and Industry 4.0, has generated considerable interest in innovative approaches to doing more with data.Data science, predictive analytics, machine learning, artificial intelligence and general approaches to modelling, simulating and visualising industrial systems have often been considered topics only for research labs and academic departments. This textbook debunks the mystique around applied data science and shows readers, using tutorial-style explanations and real-life case studies, how practitioners can develop their own understanding of performance to achieve tangible business improvements. All exercises can be completed with commonly available tools, many of which are free to install and use. Readers will learn how to use tools to investigate, diagnose, propose and implement analytics solutions that will provide explainable results to deliver digital transformation.

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