TY  - BOOK
AU  - LOWE,ANDREWLAWLESS,STEVE
TI  - ARTIFICIAL INTELLIGENCE FOUNDATIONS
SN  - 9781780175294
AV  - Q335 .A785 2020
PY  - 2020///
CY  - [Place of publication not identified]
PB  - BCS, THE CHARTERED INSTIT
KW  - Artificial intelligence
KW  - Electronic Books
N1  - 2; Cover --; Copyright Page --; CONTENTS --; FIGURES AND TABLE --; AUTHORS --; ACKNOWLEDGEMENTS --; ABBREVIATIONS --; GLOSSARY --; USEFUL WEBSITES --; PREFACE --; 1 INTRODUCTION: ETHICAL AND SUSTAINABLE HUMAN AND ARTIFICIAL INTELLIGENCE --; 1.1 THE GENERAL DEFINITION OF HUMAN INTELLIGENCE --; 1.2 DEFINITION OF ARTIFICIAL INTELLIGENCE --; 1.3 A BRIEF HISTORY OF ARTIFICIAL INTELLIGENCE --; 1.4 SUSTAINABLE AI --; 1.5 MACHINE LEARNING --; A SIGNIFICANT CONTRIBUTION TO THE GROWTH OF ARTIFICIAL INTELLIGENCE --; 1.6 SUMMARY --; 2 ARTIFICIAL INTELLIGENCE AND ROBOTICS --; 2.1 UNDERSTANDING THE AI INTELLIGENT AGENT; 2.2 WHAT IS A ROBOT? --; 2.3 WHAT IS AN INTELLIGENT ROBOT? --; 2.4 SUMMARY --; 3 APPLYING THE BENEFITS OF AI AND IDENTIFYING CHALLENGES AND RISKS --; 3.1 SUSTAINABILITY --; HOW OUR VALUES WILL CHANGE HUMANS, SOCIETY AND ORGANISATIONS --; 3.2 THE BENEFITS OF ARTIFICIAL INTELLIGENCE --; 3.3 THE CHALLENGES OF ARTIFICIAL INTELLIGENCE --; 3.4 UNDERSTANDING OF THE RISKS AI BRINGS TO PROJECTS --; 3.5 OPPORTUNITIES FOR AI --; 3.6 FUNDING AI PROJECTS --; THE NASA TECHNOLOGY READINESS LEVELS --; 3.7 SUMMARY --; 4 STARTING AI: HOW TO BUILD A MACHINE LEARNING TOOLBOX --; 4.1 HOW WE LEARN FROM DATA --; 4.2 NEURAL NETWORKS; 4.3 AGENTS' FUNCTIONALITY --; 4.4 USING THE CLOUD --; CHEAP HIGH-PERFORMANCE COMPUTING FOR AI --; 4.5 SUMMARY --; 5 ALGORITHMS --; 5.1 WHAT IS AN ALGORITHM? --; 5.2 WHAT IS SPECIAL ABOUT AI/ML ALGORITHMS? --; 5.3 WHAT ARE SELF-LEARNING ALGORITHMS? --; 5.4 WHAT ARE THE ALGORITHMS USED IN MACHINE LEARNING AND ARTIFICIAL INTELLIGENCE? --; 5.5 WHAT IS A DEEP LEARNING ALGORITHM? --; 5.6 THE ETHICAL USE OF ALGORITHMS --; 5.7 SUMMARY --; 6 THE MANAGEMENT, ROLES AND RESPONSIBILITIES OF HUMANS AND MACHINES --; 6.1 ARTIFICIAL INTELLIGENCE WILL DRIVE HUMANS AND MACHINES TO WORK TOGETHER; 6.2 FUTURE DIRECTIONS OF HUMANS AND MACHINES WORKING TOGETHER --; 6.3 'LEARNING FROM EXPERIENCE' AGILE APPROACH TO PROJECTS --; 6.4 SUMMARY --; 7 AI IN USE IN INDUSTRY: REIMAGINING EVERYTHING IN THE FOURTH INDUSTRIAL REVOLUTION --; 7.1 AI ALREADY IN USE --; 7.2 SUMMARY --; 8 AI CASE STUDIES --; 8.1 PREDICTING THE PERFORMANCE OF A WAREHOUSE --; 8.2 THE WEATHER --; CONCENTRATION ON DATA PREPARATION --; 8.3 A CAMBRIDGE SPIN-OUT START-UP --; 8.4 SUMMARY --; REFERENCES --; FURTHER READING --; MACHINE LEARNING --; ADVANCED THEORETICAL TEXT --; INDEX --; Back Cover; 2; b
N2  - 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
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ER  -