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Andrew Lowe - Artificial Intelligence Foundations

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Andrew Lowe Artificial Intelligence Foundations
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    Artificial Intelligence Foundations
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Table of Contents

the authors 2021 The right of Andrew Lowe and Steve Lawless to be identified as - photo 1

the authors 2021 The right of Andrew Lowe and Steve Lawless to be identified as - photo 2

the authors 2021 The right of Andrew Lowe and Steve Lawless to be identified as - photo 3

the authors 2021

The right of Andrew Lowe and Steve Lawless to be identified as authors of this work has been asserted by them in accordancewith sections 77 and 78 of the Copyright, Designs and Patents Act 1988.

All rights reserved. Apart from any fair dealing for the purposes of research or private study, or criticism or review, aspermitted by the Copyright Designs and Patents Act 1988, no part of this publication may be reproduced, stored or transmittedin any form or by any means, except with the prior permission in writing of the publisher, or in the case of reprographicreproduction, in accordance with the terms of the licences issued by the Copyright Licensing Agency. Enquiries for permissionto reproduce material outside those terms should be directed to the publisher.

All trade marks, registered names etc. acknowledged in this publication are the property of their respective owners. BCS and the BCS logo are the registered trade marks of the British Computer Society charity number 292786 (BCS).

Published by BCS Learning and Development Ltd, a wholly owned subsidiary of BCS, The Chartered Institute for IT, 3 Newbridge Square, Swindon, SN1 1BY, UK.

www.bcs.org

Paperback ISBN: 978-1-78017-5287

PDF ISBN: 978-1-78017-5294

ePUB ISBN: 978-1-78017-5300

Kindle ISBN: 978-1-78017-5317

Artificial Intelligence Foundations - image 4

British Cataloguing in Publication Data.

A CIP catalogue record for this book is available at the British Library.

Disclaimer:

The views expressed in this book are of the authors and do not necessarily reflect the views of the Institute or BCS Learning and Development Ltd except where explicitly stated as such. Although every care has been taken by the authors and BCS Learning and Development Ltd in the preparation of the publication, no warranty is given by the authors or BCS Learning and Development Ltd as publisher as to the accuracy or completeness of the information contained within it and neither the authors nor BCS Learning and Development Ltd shall be responsible or liable for any loss or damage whatsoever arising by virtue of such information or any instructions or advice contained within this publication or by any of the aforementioned.

All URLs were correct at the time of publication.

Publishers acknowledgements

Reviewers: Sarah Burnett, Christine Burt

Publisher: Ian Borthwick

Commissioning editor: Rebecca You

Production manager: Florence Leroy

Project manager: Sunrise Setting Ltd

Copy-editor: The Business Blend Ltd

Proofreader: Barbara Eastman

Indexer: Matthew Gale

Cover design: Alex Wright

Cover image: istock/Lovegtrv6

Typeset by Lapiz Digital Services, Chennai, India

BCS, THE CHARTERED INSTITUTE FOR IT

BCS, The Chartered Institute for IT, is committed to making IT good for society. We use the power of our network to bring about positive, tangible change. We champion the global IT profession and the interests of individuals, engaged in that profession, for the benefit of all.

Exchanging IT expertise and knowledge

The Institute fosters links between experts from industry, academia and business to promote new thinking, education and knowledge sharing.

Supporting practitioners

Through continuing professional development and a series of respected IT qualifications, the Institute seeks to promote professional practice tuned to the demands of business. It provides practical support and information services to its members and volunteer communities around the world.

Setting standards and frameworks

The Institute collaborates with government, industry and relevant bodies to establish good working practices, codes of conduct, skills frameworks and common standards. It also offers a range of consultancy services to employers to help them adopt best practice.

Become a member

Over 70,000 people including students, teachers, professionals and practitioners enjoy the benefits of BCS membership. These include access to an international community, invitations to a roster of local and national events, career development tools and a quarterly thought-leadership magazine. Visit www.bcs.org/membership to find out more.

Further information

BCS, The Chartered Institute for IT,

3 Newbridge Square,

Swindon, SN1 1BY, United Kingdom.

T +44 (0) 1793 417 417

(Monday to Friday, 09:00 to 17:00 UK time)

www.bcs.org/contact

http://shop.bcs.org/

CONTENTS FIGURES AND TABLE AUTHORS Andrew Lowe is an engineer - photo 5

CONTENTS
FIGURES AND TABLE
AUTHORS

Andrew Lowe is an engineer specialising in using computers to solve the challenges engineers face. He started as a nuclear design apprentice when computers were replacing drawing boards. Learning from experience has been a fundamental part of his career, and artificial intelligence helps him in his day-to-day work some of the problems he has worked on can only be solved with supercomputers. He obtained his PhD from Cambridge and has worked in academia and industry. He has also helped an AI start-up company gain traction. He is married with two daughters, and lives and works in the Lake District, a World Heritage Site. He volunteers with local organisations to give people better opportunities.

Steve Lawless has always had a keen interest in science and technology, and has worked in the computer industry for over 40 years. He has trained literally thousands of people to give them the skills they need to make computers work. He knows Andy from volunteering at the local ski club. He runs a successful training company who have a worldwide customer base. He has written more than 100 training courses on IT, and enjoys making technology easy to understand and accessible. He is married with three sons and two daughters, and also lives and works in the Lake District.

ACKNOWLEDGEMENTS

We would like to thank our families, who have been patient. It is amazing how much time it takes to pull together learning from experience in an easy-to-understand book.

The technical side of AI can be challenging, so the numerous teachers, lecturers, supervisors, tutors and mentors are too many to mention individually. Thank you; you know who you are. Especially to those who have made their lectures and notes available on the web so everyone can learn.

We would like to thank Dr Paul Mort, of Sellafield Sites Ltd, who has been a keen enthusiast and supporter of the BCS AI Essentials and AI Foundation courses. His challenging questions while reviewing the courses made us think very carefully. Paul is a roboticist, and we were highly aware that AI is a much more enriching and broader subject than machine learning. Indeed, we have all left the digital revolution behind in the third industrial revolution, and we are now well on our way to the fifth. The AI agent is a really important and fundamental concept that we can easily overlook if we think AI is a digital machine learning technology.

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