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A Primer on Process Mining

- Practical Skills with Python and Graphviz
Af: Diogo R. Ferreira Engelsk Paperback

A Primer on Process Mining

- Practical Skills with Python and Graphviz
Af: Diogo R. Ferreira Engelsk Paperback
Tjek vores konkurrenters priser
The main goal of this book is to explain the core ideas of process mining, and to demonstrate how they can be implemented using just some basic tools that are available to any computer scientist or data scientist. It describes how to analyze event logs in order to discover the behavior of real-world business processes. The end result can often be visualized as a graph, and the book explains how to use Python and Graphviz to render these graphs intuitively. Overall, it enables the reader to implement process mining techniques on his or her own, independently of any specific process mining tool. An introduction to two popular process mining tools, namely Disco and ProM, is also provided. In this second edition the code snippets have been updated to Python 3, and some smaller errors have been corrected.

The book will be especially valuable for self-study or as a precursor to a more advanced text. Practitioners and students will be able to follow along on their own, even if they have no prior knowledge of the topic. After reading this book, they will be able to more confidently proceed to the research literature if needed.
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Tjek vores konkurrenters priser
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Tjek vores konkurrenters priser
The main goal of this book is to explain the core ideas of process mining, and to demonstrate how they can be implemented using just some basic tools that are available to any computer scientist or data scientist. It describes how to analyze event logs in order to discover the behavior of real-world business processes. The end result can often be visualized as a graph, and the book explains how to use Python and Graphviz to render these graphs intuitively. Overall, it enables the reader to implement process mining techniques on his or her own, independently of any specific process mining tool. An introduction to two popular process mining tools, namely Disco and ProM, is also provided. In this second edition the code snippets have been updated to Python 3, and some smaller errors have been corrected.

The book will be especially valuable for self-study or as a precursor to a more advanced text. Practitioners and students will be able to follow along on their own, even if they have no prior knowledge of the topic. After reading this book, they will be able to more confidently proceed to the research literature if needed.
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Se mere i:
Produktdetaljer
Sprog: Engelsk
Sider: 96
ISBN-13: 9783030418182
Indbinding: Paperback
Udgave:
ISBN-10: 3030418189
Kategori: Matematik for virksomhedsøkonomer og forretningssystemer
Udg. Dato: 28 feb 2020
Længde: 0mm
Bredde: 155mm
Højde: 235mm
Forlag: Springer Nature Switzerland AG
Oplagsdato: 28 feb 2020
Forfatter(e): Diogo R. Ferreira
Forfatter(e) Diogo R. Ferreira

Kategori Matematik for virksomhedsøkonomer og forretningssystemer

ISBN-13 9783030418182

Sprog Engelsk

Indbinding Paperback

Sider 96

Udgave

Længde 0mm

Bredde 155mm

Højde 235mm

Udg. Dato 28 feb 2020

Oplagsdato 28 feb 2020

Forlag Springer Nature Switzerland AG

Kategori sammenhænge