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Predictive Safety Analytics

- Reducing Risk through Modeling and Machine Learning
Af: Robert Stevens Engelsk Hardback

Predictive Safety Analytics

- Reducing Risk through Modeling and Machine Learning
Af: Robert Stevens Engelsk Hardback
Tjek vores konkurrenters priser

Nearly all our safety data collection and reporting systems are backwardlooking: incident reports; dashboards; compliance monitoring systems; and so on. This book shows how we can use safety data in a forward-looking, predictive sense.

Predictive Safety Analytics: Reducing Risk through Modeling and Machine Learning contains real use cases where organizations have reduced incidents by employing predictive analytics to foresee and mitigate future risks. It discusses how Predictive Safety Analytics is an opportunity to break through the plateau problem where safety rate improvements have stagnated in many organizations. The book presents how the use of data, coupled with advanced analytical techniques, including machine learning, has become a proven and successful innovation. Emphasis is placed on how the book can “meet you where you are” by illuminating a path to get there, starting with simple data the organization likely already has. Highlights of the book are the real examples and case studies that will assist in generating thoughts and ideas for what might work for individual readers and how they can adapt the information to their particular situations.

This book is written for professionals and researchers in system reliability, risk and safety assessment, quality control, operational managers in selected industries, data scientists, and ML engineers. Students taking courses in these areas will also find this book of interest to them.

Tjek vores konkurrenters priser
Normalpris
kr 573
Fragt: 39 kr
6 - 8 hverdage
20 kr
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God 4 anmeldelser på
Tjek vores konkurrenters priser

Nearly all our safety data collection and reporting systems are backwardlooking: incident reports; dashboards; compliance monitoring systems; and so on. This book shows how we can use safety data in a forward-looking, predictive sense.

Predictive Safety Analytics: Reducing Risk through Modeling and Machine Learning contains real use cases where organizations have reduced incidents by employing predictive analytics to foresee and mitigate future risks. It discusses how Predictive Safety Analytics is an opportunity to break through the plateau problem where safety rate improvements have stagnated in many organizations. The book presents how the use of data, coupled with advanced analytical techniques, including machine learning, has become a proven and successful innovation. Emphasis is placed on how the book can “meet you where you are” by illuminating a path to get there, starting with simple data the organization likely already has. Highlights of the book are the real examples and case studies that will assist in generating thoughts and ideas for what might work for individual readers and how they can adapt the information to their particular situations.

This book is written for professionals and researchers in system reliability, risk and safety assessment, quality control, operational managers in selected industries, data scientists, and ML engineers. Students taking courses in these areas will also find this book of interest to them.

Produktdetaljer
Sprog: Engelsk
Sider: 88
ISBN-13: 9781032424385
Indbinding: Hardback
Udgave:
ISBN-10: 1032424389
Udg. Dato: 3 okt 2023
Længde: 13mm
Bredde: 224mm
Højde: 143mm
Forlag: Taylor & Francis Ltd
Oplagsdato: 3 okt 2023
Forfatter(e): Robert Stevens
Forfatter(e) Robert Stevens


Kategori Produktionsstyring og kvalitetsledelse


ISBN-13 9781032424385


Sprog Engelsk


Indbinding Hardback


Sider 88


Udgave


Længde 13mm


Bredde 224mm


Højde 143mm


Udg. Dato 3 okt 2023


Oplagsdato 3 okt 2023


Forlag Taylor & Francis Ltd