Learn Data Science from Scratch.pdf

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Learn
Data Science from
Scratch
Mastering ML and NLP with
Python in a step-by-step approach
Pratheerth Padman
www.bpbonline.com
ii
First Edition 2024
Copyright © BPB Publications, India
ISBN: 978-93-55517-036
All Rights Reserved.
No part of this publication may be reproduced, distributed or transmitted in
any form or by any means or stored in a database or retrieval system, without the prior written
permission of the publisher with the exception to the program listings which may be entered,
stored and executed in a computer system, but they can not be reproduced by the means of
publication, photocopy, recording, or by any electronic and mechanical means.
LIMITS OF LIABILITY AND DISCLAIMER OF WARRANTY
The information contained in this book is true to correct and the best of author’s and publisher’s
knowledge. The author has made every effort to ensure the accuracy of these publications, but
publisher cannot be held responsible for any loss or damage arising from any information in
this book.
All trademarks referred to in the book are acknowledged as properties of their respective
owners but BPB Publications cannot guarantee the accuracy of this information.
www.bpbonline.com
Kup książkę
iii
Dedicated to
Dad, Mom,
and
Jithu
– for being a constant source of love and support
Keerthi
– for being my confidante, partner-in-crime, and my rock
and
Laksh
– for being my ray of sunshine, even on the most dreary days
Kup książkę
iv
About the Author
Pratheerth Padman
is a data scientist who entered the field after an eclectic mix of
educational and work experiences, including a stint as a production engineer in an
Aluminium Extrusion Company in the Middle East. When his fascination with AI began,
he dropped everything to dedicate his life to the field. He has extensive experience in
creating video courses under his belt and several live training sessions as well. He also
moonlights as an AI consultant and mentor, sharing his expertise with others. Pratheerth
holds a Bachelor’s degree in Mechatronics Engineering from India and a Master’s in
Engineering Management from Australia.
Kup książkę
v
About the Reviewer
Supreet,
an accomplished data and AI product manager, leads diverse data-driven
strategies. With expertise as a Data Scientist and Strategist, she excels in crafting impactful
data science use cases and spearheads the development and launch of influential data
products. Apart from her strategic prowess, Supreet is a prolific writer and global
speaker, sharing insights on data, AI, and product development. Acknowledged for her
commitment to empowering women in technology, she serves as a Google WomenTech
Makers Ambassador and holds a prominent position among the Top 25 Women in AI.
Kup książkę

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