Description: Primer on Process Mining : Practical Skills With Python and Graphviz, Paperback by Ferreira, Diogo R., ISBN 3030418189, ISBN-13 9783030418182, Brand New, Free shipping in the US
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 th 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.
Th 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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Number of Pages: X, 96 Pages
Language: English
Publication Name: Primer on Process Mining : Practical Skills with Python and Graphviz
Publisher: Springer International Publishing A&G
Subject: Enterprise Applications / Business Intelligence Tools, Enterprise Applications / General
Publication Year: 2020
Type: Textbook
Item Weight: 16 Oz
Item Length: 9.3 in
Author: Diogo R. Ferreira
Subject Area: Computers
Series: Springerbriefs in Information Systems Ser.
Item Width: 6.1 in
Format: Trade Paperback