Data Analytics:
Principles, Tools,
and Practices
A Complete Guide for Advanced Data Analytics
Using the Latest Trends, Tools, and Technologies
Dr. Gaurav Aroraa
Chitra Lele
Dr. Munish Jindal
www.bpbonline.com
FIRST EDITION 2022
Copyright © BPB Publications, India
ISBN: 978-93-88511-95-7
All Rights Reserved. No part of this publication may be
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www.bpbonline.com
Dedicated to
Col. Manoj Rana – a man of principles
who always inspires me to put more efforts in life, and show more
courage, love and support.
--- Gaurav Aroraa
My Parents: Asha Lele and G. G. Lele
“Through thick and thin you are always by my side
You both are the essence of my life and spirit —
My true pride.”
---Chitra Lele
Ms. Nirmal Jindal - My Mother who made me to reach beyond the
stars and who taught me that not even sky’s the limit. Whatever I
am today, whenever I am today, it’s the result of all her relentless
efforts, the lifelong learnings she taught me, the discipline she
inculcated in me. Life doesn’t come with a manual, it comes with
mother. I attribute excellence in my life to the moral and intellectual
Data Analytics_ Principles, Tools, and Practices_ A Complete Guide for Advanced Data Analytics Using the Latest Trends, Tools_Dr. Gaurav Aroraa, Chitra Lele, Dr. Munish Jindal.pdf