Artificial Intelligence For Business

Author : Rajendra Akerkar
Publisher : Springer
Page : 81 pages
File Size : 44,7 Mb
Release : 2018-08-11
Category : Business & Economics
ISBN : 9783319974361

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Artificial Intelligence for Business by Rajendra Akerkar Pdf

This book offers a practical guide to artificial intelligence (AI) techniques that are used in business. The book does not focus on AI models and algorithms, but instead provides an overview of the most popular and frequently used models in business. This allows the book to easily explain AI paradigms and concepts for business students and executives. Artificial Intelligence for Business is divided into six chapters. Chapter 1 begins with a brief introduction to AI and describes its relationship with machine learning, data science and big data analytics. Chapter 2 presents core machine learning workflow and the most effective machine learning techniques. Chapter 3 deals with deep learning, a popular technique for developing AI applications. Chapter 4 introduces recommendation engines for business and covers how to use them to be more competitive. Chapter 5 features natural language processing (NLP) for sentiment analysis focused on emotions. With the help of sentiment analysis, businesses can understand their customers better to improve their experience, which will help the businesses change their market position. Chapter 6 states potential business prospects of AI and the benefits that companies can realize by implementing AI in their processes.

Author : Doug Rose
Publisher : FT Press
Page : 292 pages
File Size : 52,8 Mb
Release : 2020-12-09
Category : Business & Economics
ISBN : 9780136556664

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Artificial Intelligence for Business by Doug Rose Pdf

The Easy Introduction to Machine Learning (Ml) for Nontechnical People--In Business and Beyond Artificial Intelligence for Business is your plain-English guide to Artificial Intelligence (AI) and Machine Learning (ML): how they work, what they can and cannot do, and how to start profiting from them. Writing for nontechnical executives and professionals, Doug Rose demystifies AI/ML technology with intuitive analogies and explanations honed through years of teaching and consulting. Rose explains everything from early “expert systems” to advanced deep learning networks. First, Rose explains how AI and ML emerged, exploring pivotal early ideas that continue to influence the field. Next, he deepens your understanding of key ML concepts, showing how machines can create strategies and learn from mistakes. Then, Rose introduces current powerful neural networks: systems inspired by the structure and function of the human brain. He concludes by introducing leading AI applications, from automated customer interactions to event prediction. Throughout, Rose stays focused on business: applying these technologies to leverage new opportunities and solve real problems. Compare the ways a machine can learn, and explore current leading ML algorithms Start with the right problems, and avoid common AI/ML project mistakes Use neural networks to automate decision-making and identify unexpected patterns Help neural networks learn more quickly and effectively Harness AI chatbots, virtual assistants, virtual agents, and conversational AI applications

Author : Jason L. Anderson,Jeffrey L. Coveyduc
Publisher : John Wiley & Sons
Page : 179 pages
File Size : 55,5 Mb
Release : 2020-04-09
Category : Business & Economics
ISBN : 9781119651802

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Artificial Intelligence for Business by Jason L. Anderson,Jeffrey L. Coveyduc Pdf

Artificial Intelligence for Business: A Roadmap for Getting Started with AI will provide the reader with an easy to understand roadmap for how to take an organization through the adoption of AI technology. It will first help with the identification of which business problems and opportunities are right for AI and how to prioritize them to maximize the likelihood of success. Specific methodologies are introduced to help with finding critical training data within an organization and how to fill data gaps if they exist. With data in hand, a scoped prototype can be built to limit risk and provide tangible value to the organization as a whole to justify further investment. Finally, a production level AI system can be developed with best practices to ensure quality with not only the application code, but also the AI models. Finally, with this particular AI adoption journey at an end, the authors will show that there is additional value to be gained by iterating on this AI adoption lifecycle and improving other parts of the organization.

Author : Bhuvan Unhelkar,Tad Gonsalves
Publisher : CRC Press
Page : 295 pages
File Size : 53,9 Mb
Release : 2021-08-09
Category : Business & Economics
ISBN : 9781000409475

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Artificial Intelligence for Business Optimization by Bhuvan Unhelkar,Tad Gonsalves Pdf

This book explains how AI and Machine Learning can be applied to help businesses solve problems, support critical thinking and ultimately create customer value and increase profit. By considering business strategies, business process modeling, quality assurance, cybersecurity, governance and big data and focusing on functions, processes, and people’s behaviors it helps businesses take a truly holistic approach to business optimization. It contains practical examples that make it easy to understand the concepts and apply them. It is written for practitioners (consultants, senior executives, decision-makers) dealing with real-life business problems on a daily basis, who are keen to develop systematic strategies for the application of AI/ML/BD technologies to business automation and optimization, as well as researchers who want to explore the industrial applications of AI and higher-level students.

Author : Wolfgang Amann,Agata Stachowicz-Stanusch
Publisher : IAP
Page : 213 pages
File Size : 44,8 Mb
Release : 2020-06-01
Category : Technology & Engineering
ISBN : 9781648020759

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Artificial Intelligence and its Impact on Business by Wolfgang Amann,Agata Stachowicz-Stanusch Pdf

Artificial intelligence (AI) technologies are one of top investment priorities in these days. They are aimed at finding applications in fields of special value for humans, including education. The fourth industrial revolution will replace not only human hands but also human brains, the time of machines requires new forms of work and new ways of business education, however we must be aware that if there is no control of human-chatbot interaction, there is a risk of losing sight of this interaction’s goal. First, it is important to get people to truly understand AI systems, to intentionally participate in their use, as well as to build their trust, because “the measure of success for AI applications is the value they create for human lives” (Stanford University 2016, 33). Consequently, society needs to adapt to AI applications if it is to extend its benefits and mitigate the inevitable errors and failures. This is why it is highly recommended to create new AI-powered tools for education that are the result of cooperation between AI researchers and humanities’ and social sciences’ researchers, who can identify cognitive processes and human behaviors. This book is authored by a range of international experts with a diversity of backgrounds and perspectives hopefully bringing us closer to the responses for the questions what we should teach (what the ‘right’ set of future skills is), how we should teach (the way in which schools should teach and assess them) and where we should teach (what implications does AI have for today’s education infrastructure). We must remember as we have already noticed before “…education institutions would need to ensure that that they have an appropriate infrastructure, as well as the safety and credibility of AI-based systems. Ultimately, the law and policies need to adjust to the rapid pace of AI development, because the formal responsibility for appropriate learning outcomes will in future be divided between a teacher and a machine. Above all, we should ensure that AI respect human and civil rights (Stachowicz-Stanusch, Amann, 2018)”.

Author : Philip C. Jackson
Publisher : Courier Dover Publications
Page : 545 pages
File Size : 49,8 Mb
Release : 2019-08-14
Category : Computers
ISBN : 9780486832869

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Introduction to Artificial Intelligence by Philip C. Jackson Pdf

Can computers think? Can they use reason to develop their own concepts, solve complex problems, understand our languages? This updated edition of a comprehensive survey includes extensive new text on "Artificial Intelligence in the 21st Century," introducing deep neural networks, conceptual graphs, languages of thought, mental models, metacognition, economic prospects, and research toward human-level AI. Ideal for both lay readers and students of computer science, the original text features abundant illustrations, diagrams, and photographs as well as challenging exercises. Lucid, easy-to-read discussions examine problem-solving methods and representations, game playing, automated understanding of natural languages, heuristic search theory, robot systems, heuristic scene analysis, predicate-calculus theorem proving, automatic programming, and many other topics.

Author : Steven Finlay
Publisher : Unknown
Page : 0 pages
File Size : 40,6 Mb
Release : 2021
Category : Electronic
ISBN : 1999325389

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Artificial Intelligence and Machine Learning for Business by Steven Finlay Pdf

Author : Vikas Garg,Shalini Aggarwal,Pooja Tiwari,Prasenjit Chatterjee
Publisher : CRC Press
Page : 272 pages
File Size : 49,5 Mb
Release : 2021-12-23
Category : Science
ISBN : 9781000290417

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Applications of Artificial Intelligence in Business and Finance by Vikas Garg,Shalini Aggarwal,Pooja Tiwari,Prasenjit Chatterjee Pdf

As transactions and other business functions move online and grow more popular every year, the finance and banking industries face increasingly complex data management and identity theft and fraud issues. AI can bring many financial and business functions to the next level, as systems using deep learning technologies are able to analyze patterns and spot suspicious behavior and potential fraud. In this volume, the focus is on the application of artificial intelligence in finance, business, and related areas. The book presents a selection of chapters presenting cutting-edge research on current business practices in finance and management. Topics cover the use of AI in e-commerce systems, financial services, fraud prevention, identifying loan-eligible customers, online business, Facebook social commerce, insurance industry, online marketing, and more.

Author : Sandeep Kumar Panda,Vaibhav Mishra,R. Balamurali,Ahmed A. Elngar
Publisher : CRC Press
Page : 278 pages
File Size : 46,5 Mb
Release : 2021-11-05
Category : Business & Economics
ISBN : 9781000432114

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Artificial Intelligence and Machine Learning in Business Management by Sandeep Kumar Panda,Vaibhav Mishra,R. Balamurali,Ahmed A. Elngar Pdf

Artificial Intelligence and Machine Learning in Business Management The focus of this book is to introduce artificial intelligence (AI) and machine learning (ML) technologies into the context of business management. The book gives insights into the implementation and impact of AI and ML to business leaders, managers, technology developers, and implementers. With the maturing use of AI or ML in the field of business intelligence, this book examines several projects with innovative uses of AI beyond data organization and access. It follows the Predictive Modeling Toolkit for providing new insight on how to use improved AI tools in the field of business. It explores cultural heritage values and risk assessments for mitigation and conservation and discusses on-shore and off-shore technological capabilities with spatial tools for addressing marketing and retail strategies, and insurance and healthcare systems. Taking a multidisciplinary approach for using AI, this book provides a single comprehensive reference resource for undergraduate, graduate, business professionals, and related disciplines.

Author : Harvard Business Review
Publisher : HBR Insights
Page : 160 pages
File Size : 48,7 Mb
Release : 2019
Category : Business & Economics
ISBN : 1633697894

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Artificial Intelligence by Harvard Business Review Pdf

Companies that don't use AI to their advantage will soon be left behind. Artificial intelligence and machine learning will drive a massive reshaping of the economy and society. What should you and your company be doing right now to ensure that your business is poised for success? These articles by AI experts and consultants will help you understand today's essential thinking on what AI is capable of now, how to adopt it in your organization, and how the technology is likely to evolve in the near future. Artificial Intelligence: The Insights You Need from Harvard Business Review will help you spearhead important conversations, get going on the right AI initiatives for your company, and capitalize on the opportunity of the machine intelligence revolution. Catch up on current topics and deepen your understanding of them with the Insights You Need series from Harvard Business Review. Featuring some of HBR's best and most recent thinking, Insights You Need titles are both a primer on today's most pressing issues and an extension of the conversation, with interesting research, interviews, case studies, and practical ideas to help you explore how a particular issue will impact your company and what it will mean for you and your business.

Author : Stephan S. Jones,Frank M. Groom
Publisher : CRC Press
Page : 155 pages
File Size : 47,8 Mb
Release : 2019-11-22
Category : Computers
ISBN : 9781000733990

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Artificial Intelligence and Machine Learning for Business for Non-Engineers by Stephan S. Jones,Frank M. Groom Pdf

The next big area within the information and communication technology field is Artificial Intelligence (AI). The industry is moving to automate networks, cloud-based systems (e.g., Salesforce), databases (e.g., Oracle), AWS machine learning (e.g., Amazon Lex), and creating infrastructure that has the ability to adapt in real-time to changes and learn what to anticipate in the future. It is an area of technology that is coming faster and penetrating more areas of business than any other in our history. AI will be used from the C-suite to the distribution warehouse floor. Replete with case studies, this book provides a working knowledge of AI’s current and future capabilities and the impact it will have on every business. It covers everything from healthcare to warehousing, banking, finance and education. It is essential reading for anyone involved in industry.

Author : Andreas Kaplan
Publisher : Routledge
Page : 60 pages
File Size : 45,7 Mb
Release : 2022-01-13
Category : Business & Economics
ISBN : 9781000563337

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Artificial Intelligence, Business and Civilization by Andreas Kaplan Pdf

Artificial intelligence is shaking up economies around the world as well as society at large and is predicted to be either the best or worst thing to happen to humanity. This book looks at what exactly artificial intelligence is, how it can be classified, how it differentiates from other concepts such as machine learning, big data, blockchain, or the Internet-of-Things, and how it has evolved and might evolve over time. Providing a clear and unbiased picture of artificial intelligence, the book provides critical analyses of the advantages and disadvantages, opportunities and threats of AI progress for business and civilisation. Solutions and possible directions of how humanity might deal with rapid development and evolutions will be given and discussed, and consider regulation, employment, ethics, education and international cooperation. Unlike existing literature, this book provides a comprehensive overview of AI based on detailed analysis and insight. Finally, several real-life examples from various sectors and industries, including for profit organizations, higher education, and government, will substantiate and illustrate the presented concepts, classifications, and discussions. This book is of interest to researchers, educators, students, and practitioners alike who desire to understand AI in its broad lines and discover the latest research and studies within the field.

Author : Allam Hamdan,Aboul Ella Hassanien,Reem Khamis,Bahaaeddin Alareeni,Anjum Razzaque,Bahaa Awwad
Publisher : Springer Nature
Page : 503 pages
File Size : 49,8 Mb
Release : 2021-07-12
Category : Technology & Engineering
ISBN : 9783030720803

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Applications of Artificial Intelligence in Business, Education and Healthcare by Allam Hamdan,Aboul Ella Hassanien,Reem Khamis,Bahaaeddin Alareeni,Anjum Razzaque,Bahaa Awwad Pdf

This book focuses on the implementation of Artificial Intelligence in Business, Education and Healthcare, It includes research articles and expository papers on the applications of Artificial Intelligence on Decision Making, Entrepreneurship, Social Media, Healthcare, Education, Public Sector, FinTech, and RegTech. It also discusses the role of Artificial Intelligence in the current COVID-19 pandemic, in the health sector, education, and others. It also discusses the impact of Artificial Intelligence on decision-making in vital sectors of the economy.

Author : Bernard Marr
Publisher : Kogan Page Publishers
Page : 225 pages
File Size : 55,5 Mb
Release : 2020-08-13
Category : Business & Economics
ISBN : 9781789664355

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The Intelligence Revolution by Bernard Marr Pdf

Artificial Intelligence (AI) is here to stay. No longer confined to the world of science fiction, AI has infiltrated the mainstream and is the new electricity for business. Bestselling author, Bernard Marr, shows you how to harness and integrate it with your business strategy. We all know about driverless cars, automated production lines and chatbots but how do you ensure your business keeps up and where do you start? Bestselling author and strategy guru, Bernard Marr, argues that AI absolutely applies to your business and explains how to design an AI strategy that will guarantee its success. The Intelligence Revolution explores the opportunities and challenges that come with this monumental new taskforce that is defining the new standards of business. Guiding us through intelligent products, services and work processes, The Intelligence Revolution illustrates how new technologies are impacting customer experience, product and service design and work efficiency. Bernard Marr delights us with fascinating case studies of businesses excelling at maximizing the potential of AI like Netflix, Autodesk, Disney, Rolls Royce and Amazon. Don't be left behind. Instead, discover how to turbocharge your business.

Author : Bernard Marr
Publisher : John Wiley & Sons
Page : 232 pages
File Size : 45,8 Mb
Release : 2019-04-15
Category : Business & Economics
ISBN : 9781119548980

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Artificial Intelligence in Practice by Bernard Marr Pdf

Cyber-solutions to real-world business problems Artificial Intelligence in Practice is a fascinating look into how companies use AI and machine learning to solve problems. Presenting 50 case studies of actual situations, this book demonstrates practical applications to issues faced by businesses around the globe. The rapidly evolving field of artificial intelligence has expanded beyond research labs and computer science departments and made its way into the mainstream business environment. Artificial intelligence and machine learning are cited as the most important modern business trends to drive success. It is used in areas ranging from banking and finance to social media and marketing. This technology continues to provide innovative solutions to businesses of all sizes, sectors and industries. This engaging and topical book explores a wide range of cases illustrating how businesses use AI to boost performance, drive efficiency, analyse market preferences and many others. Best-selling author and renowned AI expert Bernard Marr reveals how machine learning technology is transforming the way companies conduct business. This detailed examination provides an overview of each company, describes the specific problem and explains how AI facilitates resolution. Each case study provides a comprehensive overview, including some technical details as well as key learning summaries: Understand how specific business problems are addressed by innovative machine learning methods Explore how current artificial intelligence applications improve performance and increase efficiency in various situations Expand your knowledge of recent AI advancements in technology Gain insight on the future of AI and its increasing role in business and industry Artificial Intelligence in Practice: How 50 Successful Companies Used Artificial Intelligence to Solve Problems is an insightful and informative exploration of the transformative power of technology in 21st century commerce.