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Managerial Perspectives On Intelligent Big Data Analytics

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Author by : Sun, Zhaohao
Languange Used : en
Release Date : 2019-02-22
Publisher by : IGI Global

ISBN : 9781522572787

Big data, analytics, and artificial intelligence are revolutionizing work, management, and lifestyles and are becoming disruptive technologies for healthcare, e-commerce, and web services. However, many fundamental, technological, and managerial issues for developing and applying intelligent big data analytics in these fields have yet to be addressed. Managerial Perspectives on Intelligent Big Data Analytics is a collection of innovative research that discusses the integration and application of artificial intelligence, business intelligence, digital transformation, and intelligent big data analytics from a perspective of computing, service, and management. While highlighting topics including e-commerce, machine learning, and fuzzy logic, this book is ideally designed for students, government officials, data scientists, managers, consultants, analysts, IT specialists, academicians, researchers, and industry professionals in fields that include big data, artificial intelligence, computing, and commerce....

Business Intelligence

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Author by : Ramesh Sharda
Languange Used : en
Release Date : 2013-12-23
Publisher by : Pearson Higher Ed

ISBN : 9780133402629

This is the eBook of the printed book and may not include any media, website access codes, or print supplements that may come packaged with the bound book. A managerial approach to understanding business intelligence systems. To help future managers use and understand analytics, Business Intelligence provides a solid foundation of BI that is reinforced with hands-on practice....

Business Intelligence Analytics And Data Science

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Author by : Ramesh Sharda
Languange Used : en
Release Date : 2016-12-12
Publisher by : Pearson

ISBN : 9780134635316

This is the eBook of the printed book and may not include any media, website access codes, or print supplements that may come packaged with the bound book. For courses on Business Intelligence or Decision Support Systems. A managerial approach to understanding business intelligence systems. To help future managers use and understand analytics, Business Intelligence provides students with a solid foundation of BI that is reinforced with hands-on practice....

Big Data Analytics A Management Perspective

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Author by : Francesco Corea
Languange Used : en
Release Date : 2016-05-24
Publisher by : Springer

ISBN : 9783319389929

This book is about innovation, big data, and data science seen from a business perspective. Big data is a buzzword nowadays, and there is a growing necessity within practitioners to understand better the phenomenon, starting from a clear stated definition. This book aims to be a starting reading for executives who want (and need) to keep the pace with the technological breakthrough introduced by new analytical techniques and piles of data. Common myths about big data will be explained, and a series of different strategic approaches will be provided. By browsing the book, it will be possible to learn how to implement a big data strategy and how to use a maturity framework to monitor the progress of the data science team, as well as how to move forward from one stage to the next. Crucial challenges related to big data will be discussed, where some of them are more general - such as ethics, privacy, and ownership – while others concern more specific business situations (e.g., initial public offering, growth strategies, etc.). The important matter of selecting the right skills and people for an effective team will be extensively explained, and practical ways to recognize them and understanding their personalities will be provided. Finally, few relevant technological future trends will be acknowledged (i.e., IoT, Artificial intelligence, blockchain, etc.), especially for their close relation with the increasing amount of data and our ability to analyse them faster and more effectively....

Management Decision Making Big Data And Analytics

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Author by : Simone Gressel
Languange Used : en
Release Date : 2020-10-12
Publisher by : SAGE

ISBN : 9781529738285

Accessible and concise, this exciting new textbook examines data analytics from a managerial and organizational perspective and looks at how they can help managers become more effective decision-makers. The book successfully combines theory with practical application, featuring case studies, examples and a ‘critical incidents’ feature that make these topics engaging and relevant for students of business and management. The book features chapters on cutting-edge topics, including: • Big data • Analytics • Managing emerging technologies and decision-making • Managing the ethics, security, privacy and legal aspects of data-driven decision-making The book is accompanied by an Instructor’s Manual, PowerPoint slides and access to journal articles. Suitable for management students studying business analytics and decision-making at undergraduate, postgraduate and MBA levels....

Business Intelligence Strategy And Big Data Analytics

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Author by : Steve Williams
Languange Used : en
Release Date : 2016-04-08
Publisher by : Morgan Kaufmann

ISBN : 9780128094891

Business Intelligence Strategy and Big Data Analytics is written for business leaders, managers, and analysts - people who are involved with advancing the use of BI at their companies or who need to better understand what BI is and how it can be used to improve profitability. It is written from a general management perspective, and it draws on observations at 12 companies whose annual revenues range between $500 million and $20 billion. Over the past 15 years, my company has formulated vendor-neutral business-focused BI strategies and program execution plans in collaboration with manufacturers, distributors, retailers, logistics companies, insurers, investment companies, credit unions, and utilities, among others. It is through these experiences that we have validated business-driven BI strategy formulation methods and identified common enterprise BI program execution challenges. In recent years, terms like “big data and “big data analytics have been introduced into the business and technical lexicon. Upon close examination, the newer terminology is about the same thing that BI has always been about: analyzing the vast amounts of data that companies generate and/or purchase in the course of business as a means of improving profitability and competitiveness. Accordingly, we will use the terms BI and business intelligence throughout the book, and we will discuss the newer concepts like big data as appropriate. More broadly, the goal of this book is to share methods and observations that will help companies achieve BI success and thereby increase revenues, reduce costs, or both. Provides ideas for improving the business performance of one’s company or business functions Emphasizes proven, practical, step-by-step methods that readers can readily apply in their companies Includes exercises and case studies with road-tested advice about formulating BI strategies and program plans...

Business Intelligence Analyst S Playbook Big Data Analytics Data Science

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Author by : Rose T Gier
Languange Used : en
Release Date : 2024-05-07
Publisher by : Independently Published

ISBN : 9798884872714

From Data to Decisions: Business Intelligence Analyst's Playbook & Analytics and Data Science: A Managerial Perspective A comprehensive guide to mastering the difficulties of business intelligence, analytics, and data science from both technical and managerial perspectives. This book serves as a playbook for business intelligence analysts and data scientists, providing actionable techniques and methodologies for extracting insights, making informed decisions, and driving business success. With a focus on practicality and real-world application, Gier equips readers with the tools and knowledge needed to excel in the rapidly evolving field of analytics and data science. Whether you're a seasoned professional or new to the field, this book is an essential resource for anyone looking to harness the power of data to drive meaningful change and achieve organizational goals. It also includes Business Intelligence Analyst & Analytics and Data Science interview questions & sample answers....

Big Data Governance And Perspectives In Knowledge Management

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Author by : Strydom, Sheryl Kruger
Languange Used : en
Release Date : 2018-11-16
Publisher by : IGI Global

ISBN : 9781522570783

The world is witnessing the growth of a global movement facilitated by technology and social media. Fueled by information, this movement contains enormous potential to create more accountable, efficient, responsive, and effective governments and businesses, as well as spurring economic growth. Big Data Governance and Perspectives in Knowledge Management is a collection of innovative research on the methods and applications of applying robust processes around data, and aligning organizations and skillsets around those processes. Highlighting a range of topics including data analytics, prediction analysis, and software development, this book is ideally designed for academicians, researchers, information science professionals, software developers, computer engineers, graduate-level computer science students, policymakers, and managers seeking current research on the convergence of big data and information governance as two major trends in information management....

Big Data Analytics And Intelligence

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Author by : Poonam Tanwar
Languange Used : en
Release Date : 2020-09-30
Publisher by : Emerald Group Publishing

ISBN : 9781839090998

Big Data Analytics and Intelligence is essential reading for researchers and experts working in the fields of health care, data science, analytics, the internet of things, and information retrieval....

Real World Data Mining

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Author by : Dursun Delen
Languange Used : en
Release Date : 2015
Publisher by : Pearson Education

ISBN : 9780133551075

As business becomes increasingly complex and global, decision-makers must act more rapidly and accurately, based on the best available evidence. Modern data mining and analytics is indispensable for doing this. Real-World Data Mining demystifies current best practices, showing how to use data mining and analytics to uncover hidden patterns and correlations, and leverage these to improve all business decision-making. Drawing on extensive experience as a researcher, practitioner, and instructor, Dr. Dursun Delen delivers an optimal balance of concepts, techniques and applications. Without compromising either simplicity or clarity, Delen provides enough technical depth to help readers truly understand how data mining technologies work. Coverage includes: data mining processes, methods, and techniques; the role and management of data; tools and metrics; text and web mining; sentiment analysis; and integration with cutting-edge Big Data approaches. Throughout, Delen's conceptual coverage is complemented with application case studies (examples of both successes and failures), as well as simple, hands-on tutorials....