Data Analytics And Big Data

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Data Analytics and Big Data

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Author by : Soraya Sedkaoui
Languange Used : English, France, Spanish, Italia and chinese
Page : 220
Isbn : 1786303264
Identifier : 9781786303264
Release : 2018-07-31
Publisher by : John Wiley & Sons
Category : Computers
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Description : Read Now Data Analytics And Big Data by Soraya Sedkaoui and you can download with pub, pdf, txt, doc, and more file format with free account. the main purpose of this book is to investigate, explore and describe approaches and methods to facilitate data understanding through analytics solutions based on its principles, concepts and applications. but analyzing data is also about involving the use of software. for this, and in order to cover some aspect of data analytics, this book uses software (excel, spss, python, etc) which can help readers to better understand the analytics process in simple terms and supporting useful methods in its application.

Big Data Analytics - Methods and Applications

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Author by : Jovan Pehcevski
Languange Used : English, France, Spanish, Italia and chinese
Page : 428
Isbn : 9781773615042
Identifier : 1773615041
Release : 2018-12
Publisher by : Arcler Press
Category : Computers
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Description : Read Now Big Data Analytics Methods And Applications by Jovan Pehcevski and you can download with pub, pdf, txt, doc, and more file format with free account. big data analytics - methods and applications is a comprehensive book that examines various big data modelling and analytics approaches, infrastructure and security issues in analysis of big data, applications of big data in business, finance and management. provides the readers with insights on methodology and applications of big data analytics so as to understand the practical use of big data analytics along with the opportunities and challenges faced during the course.

Big Data Analytics Methods Analytics Techniques in Data Mining, Deep Learning and Natural Language Processing

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Author by : Peter Ghavami
Languange Used : English, France, Spanish, Italia and chinese
Page : 254
Isbn : 9781547417957
Identifier : 1547417951
Release : 2019-12-16
Publisher by : de Gruyter
Category : Business & Economics
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Description : Read Now Big Data Analytics Methods by Peter Ghavami and you can download with pub, pdf, txt, doc, and more file format with free account. big data analytics methods unveils secrets to advanced analytics techniques ranging from machine learning, random forest classifiers, predictive modeling, cluster analysis, natural language processing (nlp), kalman filtering and ensembles of models for optimal accuracy of analysis and prediction. more than 100 analytics techniques and methods provide big data professionals, business intelligence professionals and citizen data scientists insight on how to overcome challenges and avoid common pitfalls and traps in data analytics. the book offers solutions and tips on handling missing data, noisy and dirty data, error reduction and boosting signal to reduce noise. it discusses data visualization, prediction, optimization, artificial intelligence, regression analysis, the cox hazard model and many analytics using case examples with applications in the healthcare, transportation, retail, telecommunication, consulting, manufacturing, energy and financial services industries. this book's state of the art treatment of advanced data analytics methods and important best practices will help readers succeed in data analytics.

Practical Guide to SAP HANA and Big Data Analytics

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Author by : Dominique Alfermann
Languange Used : English, France, Spanish, Italia and chinese
Page : 235
Isbn : 3960128649
Identifier : 9783960128649
Release : 2018-12-20
Publisher by : Espresso Tutorials GmbH
Category :
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Description : Read Now Practical Guide To Sap Hana And Big Data Analytics by Dominique Alfermann and you can download with pub, pdf, txt, doc, and more file format with free account. in this book written for sap bi, big data, and it architects, the authors expertly provide clear recommendations for building modern analytics architectures running on sap hana technologies. explore integration with big data frameworks and predictive analytics components. obtain the tools you need to assess possible architecture scenarios and get guidelines for choosing the best option for your organization. know your options for on-premise, in the cloud, and hybrid solutions. readers will be guided through sap bw/4hana and sap hana native data warehouse scenarios, as well as field-tested integration options with big data platforms. explore migration options and architecture best practices. consider organizational and procedural changes resulting from the move to a new, up-to-date analytics architecture that supports your data-driven or data-informed organization. by using practical examples, tips, and screenshots, this book explores: - sap hana and sap bw/4hana architecture concepts - predictive analytics and big data component integration - recommendations for a sustainable, future-proof analytics solutions - organizational impact and change management

Big Data Analytics in Bioinformatics and Healthcare

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Author by : Wang, Baoying
Languange Used : English, France, Spanish, Italia and chinese
Page : 528
Isbn : 1466666129
Identifier : 9781466666122
Release : 2014-10-31
Publisher by : IGI Global
Category : Computers
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Description : Read Now Big Data Analytics In Bioinformatics And Healthcare by Wang, Baoying and you can download with pub, pdf, txt, doc, and more file format with free account. as technology evolves and electronic data becomes more complex, digital medical record management and analysis becomes a challenge. in order to discover patterns and make relevant predictions based on large data sets, researchers and medical professionals must find new methods to analyze and extract relevant health information. big data analytics in bioinformatics and healthcare merges the fields of biology, technology, and medicine in order to present a comprehensive study on the emerging information processing applications necessary in the field of electronic medical record management. complete with interdisciplinary research resources, this publication is an essential reference source for researchers, practitioners, and students interested in the fields of biological computation, database management, and health information technology, with a special focus on the methodologies and tools to manage massive and complex electronic information.

Big Data Analytics for Entrepreneurial Success

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Author by : Sedkaoui, Soraya
Languange Used : English, France, Spanish, Italia and chinese
Page : 300
Isbn : 152257610X
Identifier : 9781522576105
Release : 2018-11-09
Publisher by : IGI Global
Category : Business & Economics
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Description : Read Now Big Data Analytics For Entrepreneurial Success by Sedkaoui, Soraya and you can download with pub, pdf, txt, doc, and more file format with free account. in a resolutely practical and data-driven project universe, the digital age changed the way data is collected, stored, analyzed, visualized and protected, transforming business opportunities and strategies. it is important for today’s organizations and entrepreneurs to implement a robust data strategy and industrialize a set of “data-driven” solutions to utilize big data analytics to its fullest potential. big data analytics for entrepreneurial success provides emerging perspectives on the theoretical and practical aspects of data analysis tools and techniques within business applications. featuring coverage on a broad range of topics such as algorithms, data collection, and machine learning, this publication provides concrete examples and case studies of successful uses of data-driven projects as well as the challenges and opportunities of generating value from data using analytics. it is ideally designed for entrepreneurs, researchers, business owners, managers, graduate students, academicians, software developers, and it professionals seeking current research on the essential tools and technologies for organizing, analyzing, and benefiting from big data.

Managerial Perspectives on Intelligent Big Data Analytics

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Author by : Sun, Zhaohao
Languange Used : English, France, Spanish, Italia and chinese
Page : 335
Isbn : 1522572783
Identifier : 9781522572787
Release : 2019-02-22
Publisher by : IGI Global
Category : Computers
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Description : Read Now Managerial Perspectives On Intelligent Big Data Analytics by Sun, Zhaohao and you can download with pub, pdf, txt, doc, and more file format with free account. 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.

Big Data Analytics: Systems, Algorithms, Applications

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Author by : C.S.R. Prabhu
Languange Used : English, France, Spanish, Italia and chinese
Page : 412
Isbn : 9811500940
Identifier : 9789811500947
Release : 2019-10-14
Publisher by : Springer Nature
Category : Computers
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Description : Read Now Big Data Analytics Systems Algorithms Applications by C.S.R. Prabhu and you can download with pub, pdf, txt, doc, and more file format with free account. this book provides a comprehensive survey of techniques, technologies and applications of big data and its analysis. the big data phenomenon is increasingly impacting all sectors of business and industry, producing an emerging new information ecosystem. on the applications front, the book offers detailed descriptions of various application areas for big data analytics in the important domains of social semantic web mining, banking and financial services, capital markets, insurance, advertisement, recommendation systems, bio-informatics, the iot and fog computing, before delving into issues of security and privacy. with regard to machine learning techniques, the book presents all the standard algorithms for learning – including supervised, semi-supervised and unsupervised techniques such as clustering and reinforcement learning techniques to perform collective deep learning. multi-layered and nonlinear learning for big data are also covered. in turn, the book highlights real-life case studies on successful implementations of big data analytics at large it companies such as google, facebook, linkedin and microsoft. multi-sectorial case studies on domain-based companies such as deutsche bank, the power provider opower, delta airlines and a chinese city transportation application represent a valuable addition. given its comprehensive coverage of big data analytics, the book offers a unique resource for undergraduate and graduate students, researchers, educators and it professionals alike.

Data Science and Big Data Analytics ACM-WIR 2018

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Author by : Durgesh Kumar Mishra
Languange Used : English, France, Spanish, Italia and chinese
Page : 406
Isbn : 9811076413
Identifier : 9789811076411
Release : 2018-08-01
Publisher by : Springer
Category : Computers
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Description : Read Now Data Science And Big Data Analytics by Durgesh Kumar Mishra and you can download with pub, pdf, txt, doc, and more file format with free account. this book presents conjectural advances in big data analysis, machine learning and computational intelligence, as well as their potential applications in scientific computing. it discusses major issues pertaining to big data analysis using computational intelligence techniques, and the conjectural elements are supported by simulation and modelling applications to help address real-world problems. an extensive bibliography is provided at the end of each chapter. further, the main content is supplemented by a wealth of figures, graphs, and tables, offering a valuable guide for researchers in the field of big data analytics and computational intelligence.

Author by : Keke Chen
Languange Used : English, France, Spanish, Italia and chinese
Page : 137
Isbn : 3030235513
Identifier : 9783030235512
Release : 2019-06-19
Publisher by : Springer
Category : Computers
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Description : Read Now Big Data Bigdata 2019 by Keke Chen and you can download with pub, pdf, txt, doc, and more file format with free account. this volume constitutes the proceedings of the 8th international congress on bigdata 2019, held as part of scf 2019 in san diego, ca, usa in june 2019. the 9 full papers presented in this volume were carefully reviewed and selected from 14 submissions. they cover topics such as: big data models and algorithms; big data architectures; big data management; big data protection, integrity and privacy; security applications of big data; big data search and mining; big data for enterprise, government and society.

Analytics in a Big Data World The Essential Guide to Data Science and its Applications

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Author by : Bart Baesens
Languange Used : English, France, Spanish, Italia and chinese
Page : 256
Isbn : 1118892704
Identifier : 9781118892701
Release : 2014-05-19
Publisher by : John Wiley & Sons
Category : Business & Economics
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Description : Read Now Analytics In A Big Data World by Bart Baesens and you can download with pub, pdf, txt, doc, and more file format with free account. the guide to targeting and leveraging business opportunities using big data & analytics by leveraging big data & analytics, businesses create the potential to better understand, manage, and strategically exploiting the complex dynamics of customer behavior. analytics in a big data world reveals how to tap into the powerful tool of data analytics to create a strategic advantage and identify new business opportunities. designed to be an accessible resource, this essential book does not include exhaustive coverage of all analytical techniques, instead focusing on analytics techniques that really provide added value in business environments. the book draws on author bart baesens' expertise on the topics of big data, analytics and its applications in e.g. credit risk, marketing, and fraud to provide a clear roadmap for organizations that want to use data analytics to their advantage, but need a good starting point. baesens has conducted extensive research on big data, analytics, customer relationship management, web analytics, fraud detection, and credit risk management, and uses this experience to bring clarity to a complex topic. includes numerous case studies on risk management, fraud detection, customer relationship management, and web analytics offers the results of research and the author's personal experience in banking, retail, and government contains an overview of the visionary ideas and current developments on the strategic use of analytics for business covers the topic of data analytics in easy-to-understand terms without an undo emphasis on mathematics and the minutiae of statistical analysis for organizations looking to enhance their capabilities via data analytics, this resource is the go-to reference for leveraging data to enhance business capabilities.

Big Data Analytics 6th International Conference, BDA 2018, Warangal, India, December 18–21, 2018, Proceedings

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Author by : Anirban Mondal
Languange Used : English, France, Spanish, Italia and chinese
Page : 424
Isbn : 3030047806
Identifier : 9783030047801
Release : 2018-12-11
Publisher by : Springer
Category : Computers
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Description : Read Now Big Data Analytics by Anirban Mondal and you can download with pub, pdf, txt, doc, and more file format with free account. this book constitutes the refereed proceedings of the 6th international conference on big data analytics, bda 2018, held in warangal, india, in december 2018. the 29 papers presented in this volume were carefully reviewed and selected from 93 submissions. the papers are organized in topical sections named: big data analytics: vision and perspectives; financial data analytics and data streams; web and social media data; big data systems and frameworks; predictive analytics in healthcare and agricultural domains; and machine learning and pattern mining.