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A Primer on Process Mining - Practical Skills with Python and Graphviz (Paperback, 2nd ed. 2020)
Loot Price: R1,939
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A Primer on Process Mining - Practical Skills with Python and Graphviz (Paperback, 2nd ed. 2020)
Series: SpringerBriefs in Information Systems
Expected to ship within 10 - 15 working days
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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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