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Kolla Bhanu Prakash (editor) - Data Science Handbook : A Practical Approach

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Kolla Bhanu Prakash (editor) Data Science Handbook : A Practical Approach

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The book starts with introductory concepts in data science like data munging, data preparation, transforming data. Chapter 2 discusses data visualization, drawing various plots and histograms. Chapter 3 covers mathematics and statistics for data science. Chapter 4 mainly focuses on machine learning algorithms in data science. Chapter 5 comprises outlier analysis and DBSCAN algorithm. Chapter 6 focuses on clustering. Chapter 7 discusses network analysis. Chapter 8 mainly focuses on regression and naive-bayes classifier. Chapter 9 covers web-based data visualizations with Plotly. Chapter 10 discusses web scraping. The remainder of the book discusses various projects in data science.

Kolla Bhanu Prakash (editor): author's other books


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Data Science Handbook A Practical Approach Kolla Bhanu Prakash K - photo 1
Data Science Handbook
A Practical Approach

Kolla Bhanu Prakash

K. L. University, Vaddeswaram, Andhra Pradesh, India

This edition first published 2022 by John Wiley Sons Inc 111 River Street - photo 2

This edition first published 2022 by John Wiley & Sons, Inc., 111 River Street, Hoboken, NJ 07030, USA and Scrivener Publishing LLC, 100 Cummings Center, Suite 541J, Beverly, MA 01915, USA

2022 Scrivener Publishing LLC

For more information about Scrivener publications please visit www.scrivenerpublishing.com .

All rights reserved. No part of this publication may be reproduced, stored in a retrieval system, or transmitted, in any form or by any means, electronic, mechanical, photocopying, recording, or otherwise, except as permitted by law. Advice on how to obtain permission to reuse material from this title is available at http://www.wiley.com/go/permissions .

Wiley Global Headquarters

111 River Street, Hoboken, NJ 07030, USA

For details of our global editorial offices, customer services, and more information about Wiley products visit us at www.wiley.com .

Limit of Liability/Disclaimer of Warranty

While the publisher and authors have used their best efforts in preparing this work, they make no representations or warranties with respect to the accuracy or completeness of the contents of this work and specifically disclaim all warranties, including without limitation any implied warranties of merchantability or fitness for a particular purpose. No warranty may be created or extended by sales representatives, written sales materials, or promotional statements for this work. The fact that an organization, website, or product is referred to in this work as a citation and/or potential source of further information does not mean that the publisher and authors endorse the information or services the organization, website, or product may provide or recommendations it may make. This work is sold with the understanding that the publisher is not engaged in rendering professional services. The advice and strategies contained herein may not be suitable for your situation. You should consult with a specialist where appropriate. Neither the publisher nor authors shall be liable for any loss of profit or any other commercial damages, including but not limited to special, incidental, consequential, or other damages. Further, readers should be aware that websites listed in this work may have changed or disappeared between when this work was written and when it is read.

Library of Congress Cataloging-in-Publication Data

ISBN 978-1-119-85733-4

Cover image: Pixabay.Com

Cover design by Russell Richardson

Set in size of 11pt and Minion Pro by Manila Typesetting Company, Makati, Philippines

Printed in the USA

10 9 8 7 6 5 4 3 2 1

Dedication

Dedicated to

My Parents
Sri. Kolla Narayana Rao
Smt. Kolla Uma Maheswari

And my Wife
Mrs. M. V. Prasanna Lakshmi

Acknowledgment

I would like to say thank you to the Almighty and my parents for the endless support, guidance and love through all stages. I dedicate this book to my parents, family members and my wife.

I would like to specially thank Sri. Koneru Satyanarayana, President, K. L. University, India for his continuous support and encouragement throughout the preparation of this book.

I also thank my student Ms. Vishnu Priya, who helped for some time and effort to support and contribute in some manner. I would like to express my gratitude towards all who supported, shared, talked things over, read, wrote, offered comments, allowed us to quote remarks and assisted in editing, proofreading and design throughout this books journey. We pay our sincere thanks to the open data set providers.

I am grateful to Mr. Martin Scrivener and Wiley-Scrivener Publishing team, who showed us the ropes to creating this book. Without that knowledge I would not have ventured into starting this book, which ultimately led to this. Their trusting in us, their guidance and providing the necessary time and resources, gave us the freedom to manage this book.

Last, but definitely not least, Id like to thank my readers, who gave us their trust and hope this work inspires and guides them.

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