Artificial Intelligence Foundations: Learning from experience
- 3h 15m
- Andrew Lowe
- BCS
- 2021
In alignment with BCS AI Foundation and Essentials certificates, this introductory guide provides the understanding you need to start building artificial intelligence (AI) capability into your organisation.
You will learn how AI is being utilised today to support products, services, science and engineering, and how it is likely to be used in the future to balance the talents of humans and machines. You will explore robotics and machine learning within the context of AI, and discover how the challenges AI presents are being addressed. You will delve into the theory behind AI and machine learning projects, examining techniques for learning from data, the use of neural networks and why algorithms are so important in the development of a new AI agent or system.
About the Author
Andrew Lowe is Director of iA42 Ltd. Steve Lawless is CEO of Purple Griffon, IT service management training and consultancy specialists. Together Andrew Lowe and Steve Lawless developed the BCS AI Foundations and AI Essentials certificates.In this Book
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Figures and Table
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AUTHORS
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ACKNOWLEDGEMENTS
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ABBREVIATIONS
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GLOSSARY
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USEFUL WEBSITES
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PREFACE
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INTRODUCTION: ETHICAL AND SUSTAINABLE HUMAN AND ARTIFICIAL INTELLIGENCE
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ARTIFICIAL INTELLIGENCE AND ROBOTICS
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APPLYING THE BENEFITS OF AI AND IDENTIFYING CHALLENGES AND RISKS
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STARTING AI: HOW TO BUILD A MACHINE LEARNING TOOLBOX
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ALGORITHMS
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THE MANAGEMENT, ROLES AND RESPONSIBILITIES OF HUMANS AND MACHINES
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AI IN USE IN INDUSTRY: REIMAGINING EVERYTHING IN THE FOURTH INDUSTRIAL REVOLUTION
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AI CASE STUDIES
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REFERENCES
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FURTHER READING
