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Arockia Liborious - Fun with Machine Learning: Simplify the Data Science process by automating repetitive and complex tasks using AutoML

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Arockia Liborious Fun with Machine Learning: Simplify the Data Science process by automating repetitive and complex tasks using AutoML
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Learn how to use AutoML to leverage Machine Learning for solving business problemsKey Features Get familiar with the common machine learning problems and understand how to solve them. Understand the importance of different types of data and how to work with them effectively. Learn how to use machine learning and AutoML tools to solve real-world problems.DescriptionFun with Machine Learning is an essential guide for anyone looking to learn about machine learning and how it can be used to make informed business decisions.The book covers the basics of machine learning, providing an overview of key concepts and terminology. To fully understand machine learning, it is important to have a basic understanding of statistics and mathematics. The book provides a simple introduction to these topics, making it easy for you to understand the core concepts. One of the key features of the book is its focus on AutoML tools. It introduces you to different AutoML tools and explains how to use them to simplify the data science processes. The book also shows how machine learning can be used to solve real-world business problems, such as predicting customer churn, detecting fraud, and optimizing marketing campaigns.By the end of the book, you will be able to transform raw data into actionable insights with machine learning.What you will learn Get a clear understanding of what machine learning is and how it works. Learn how to perform regression analysis using Orange. Understand how to implement classification In machine learning. Get to know more about the clustering and association algorithms. Analyze, visualize, manipulate, and forecast time series data with Orange.Who this book is forThis book is for Machine Learning engineers, Machine Learning enthusiasts, Data Scientists, beginners, and students who are looking to implement machine learning techniques to solve real-life business problems. It is also a great resource for business leaders who are responsible for making data-driven decisions.

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Arockia Liborious - Fun with Machine Learning: Simplify the Data Science process by automating repetitive and complex tasks using AutoML
Fun with Machine Learning: Simplify the Data Science process by automating repetitive and complex tasks using AutoML
Arockia Liborious
Fun with Machine Learning: Simplify the Data Science process by automating repetitive and complex tasks using AutoML

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Table of Contents
Guide

Fun with Machine Learning - photo 1

Fun with
Machine Learning

Simplify the Data Science process by automating repetitive and complex - photo 2

Simplify the Data Science process by
automating repetitive and complex
tasks using AutoML

Fun with Machine Learning Simplify the Data Science process by automating repetitive and complex tasks using AutoML - image 3

Arockia Liborious
Dr. Rik Das
Fun with Machine Learning Simplify the Data Science process by automating repetitive and complex tasks using AutoML - image 4

www.bpbonline.com

Copyright 2023 BPB Online

All rights reserved.No part of this book may be reproduced, stored in a retrieval system, or transmitted in any form or by any means, without the prior written permission of the publisher, except in the case of brief quotations embedded in critical articles or reviews.

Every effort has been made in the preparation of this book to ensure the accuracy of the information presented. However, the information contained in this book is sold without warranty, either express or implied. Neither the author, nor BPB Online or its dealers and distributors, will be held liable for any damages caused or alleged to have been caused directly or indirectly by this book.

BPB Online has endeavored to provide trademark information about all of the companies and products mentioned in this book by the appropriate use of capitals. However, BPB Online cannot guarantee the accuracy of this information.

First published:2023

Published by BPB Online

WeWork

119 Marylebone Road

London NW1 5PU

UK | UAE | INDIA | SINGAPORE

ISBN 978-93-5551-784-5

www.bpbonline.com

Dedicated to

Arockia Liborious
Dedicated to the light of my life, my Wife: Gargi
My pillars of support: Mom: Mary, and Brother: Camillus

Dr. Rik Das
Dedicated to my parents: Mr. Kamal Kumar Das and
Mrs. Malabika Das
My wife: Simi
My kids: Sohan and Dikshan

About the Authors
  • Arockia Liboriousstands out as a celebrated leader in analytics, having amassed over a dozen accolades for his work in machine learning over the past 12 years. He is a seasoned professional who has conceptualized and implemented machine learning solutions for businesses across different domains. His expertise includes computer vision and natural language processing, which enables him to provide insights into emerging technologies and their impact on businesses. Arockia has a unique blend of technical and business expertise, which allows him to evaluate the long-term return on investment (eROI) of machine learning solutions, as well as their strategic positioning within the market. He has successfully led several initiatives to develop innovative service and product strategies that leverage machine learning to solve complex business problems.

    Throughout his career, Arockia has worked with clients in diverse industries, including Manufacturing, Fintech, Banking, Food and Beverage, and large Energy clients. His experience has equipped him with the ability to understand and cater to the unique needs of each industry, enabling him to deliver custom-tailored solutions that drive business results. Apart from his work in machine learning, Arockia is also an expert in data analytics, predictive modeling, feature engineering, and data visualization. He is passionate about using data to drive informed decision-making and believes that businesses that leverage the power of data will be the ones that succeed in todays competitive market. Arockia holds a masters degree in data science and is a sought-after speaker at industry events and conferences. He has received numerous awards throughout his career, recognizing his contributions to the field of analytics.

  • Dr. Rik Dasis a Lead Software Engineer (Artificial Intelligence Unit) at Siemens Technology and Services Pvt. Ltd.
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