Implementing Statistics with Python.pdf

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Implementing
Statistics with
Python
Optimize decision-making with
statistical inference and Python
Wei-Meng Lee
www.bpbonline.com
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First Edition 2024
Copyright © BPB Publications, India
ISBN: 978-93-55517-104
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
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Dedicated to
My families, my wife, and my daughter
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About the Author
Wei-Meng Lee
is a seasoned technologist, author, and educator known for his expertise
in a wide range of topics, including software development, data science, and emerging
technologies. With a strong background in computer science and a passion for innovation,
Wei-Meng has made significant contributions to the tech industry through his writing,
teaching, and hands-on experience.
As an author, Wei-Meng has written numerous books and articles that have helped
professionals and enthusiasts alike deepen their understanding of programming
languages, frameworks, and cutting-edge tools. His works often blend practical insights
with theoretical concepts, making complex topics accessible and actionable for readers.
Wei-Meng’s teaching experience spans across various platforms, where he imparts his
knowledge to students eager to learn about programming, data analysis, and technology
trends. His engaging teaching style and ability to simplify complex ideas have earned
him praise from learners worldwide. In addition to his writing and teaching, Wei-Meng
is actively involved in the tech community, participating in conferences, workshops, and
forums where he shares his insights and learns from fellow experts.
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About the Reviewer
Kartoue Mady Demdah,
Ph.D., is a Data Scientist at Olameter Inc. with a robust background
in data science, machine learning, and statistics. He earned his Ph.D. in Mathematics from
Université de Rennes I and the University of Pisa. He has expertise in computer vision,
Time Series and NLP. Kartoue holds a professional certificate in Digital Transformation
from MIT, covering AI, IoT, Cloud Computing, Blockchain, and Cybersecurity. Proficient
in Python, SQL, TensorFlow, PyTorch, AWS, and Azure, he is also dedicated to mentoring
and community engagement through AI hackathons and data philanthropy.
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