Kumar Ankur, Flores-Cerrillo Jesus - Machine Learning In Python For Dynamic Process Systems. A Practicioner's Guide For Building Process Modeling, Predictive, And Monitoring Solutions Using Dynamic Da.pdf

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ML for Process Industry Series

Machine Learning in Python

for Dynamic Process Systems

A practitioner’s guide for building process modeling,

predictive, and monitoring solutions using dynamic data

First Edition

Ankur Kumar, Jesus Flores-Cerrillo

Machine Learning in Python

for Dynamic Process

Systems

A practitioner’s guide for building process modeling,

predictive, and monitoring solutions using dynamic

data

Ankur Kumar

Jesus Flores-Cerrillo

Dedicated to our spouses, family, friends, motherland, and all the data-science enthusiasts

न चोर हार्यं न च राज हार्यं न भात्रू भाज्यं न च भारकारर

व्यर्यं कते वर्धत एव ननत्यं नवद्यार्नं सवधर्नप्रर्ानम

ृ

No one can steal it, no king can snatch it,

It cannot be divided among the brothers

and it’s not heavy to carry,

As you consume or spend, it increases; as you share, it expands,

The wealth of knowledge is the most precious wealth you can have.

A popular Sanskrit shloka

Machine Learning in Python for Dynamic Process Systems

www.MLforPSE.com

Ankur Kumar

any manner without the prior written permission of the authors.

Every effort has been made in the preparation of this book to ensure the accuracy

of the information presented and obtain permissions for usage of copyrighted materials.

However, the authors make no warranties, expressed or implied, regarding errors or

omissions and assume no legal liability or responsibility for loss or damage resulting from

the use of information contained in this book.

Plant image on cover page obtained from https://pixabay.com/.

To request permissions, contact the authors at MLforPSE@gmail.com

First published: June 2023