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- Principles and Practice of Big Data
- Author : Jules J Berman
- Publsiher : Academic Press
- Release : 23 July 2018
- ISBN : 0128156104
- Pages : 480 pages
- Rating : /5 from reviews
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Download or read book entitled Principles and Practice of Big Data by author: Jules J Berman which was release on 23 July 2018 and published by Academic Press with total page 480 pages . This book available in PDF, EPUB and Kindle Format. Principles and Practice of Big Data: Preparing, Sharing, and Analyzing Complex Information, Second Edition updates and expands on the first edition, bringing a set of techniques and algorithms that are tailored to Big Data projects. The book stresses the point that most data analyses conducted on large, complex data sets can be achieved without the use of specialized suites of software (e.g., Hadoop), and without expensive hardware (e.g., supercomputers). The core of every algorithm described in the book can be implemented in a few lines of code using just about any popular programming language (Python snippets are provided). Through the use of new multiple examples, this edition demonstrates that if we understand our data, and if we know how to ask the right questions, we can learn a great deal from large and complex data collections. The book will assist students and professionals from all scientific backgrounds who are interested in stepping outside the traditional boundaries of their chosen academic disciplines. Presents new methodologies that are widely applicable to just about any project involving large and complex datasets Offers readers informative new case studies across a range scientific and engineering disciplines Provides insights into semantics, identification, de-identification, vulnerabilities and regulatory/legal issues Utilizes a combination of pseudocode and very short snippets of Python code to show readers how they may develop their own projects without downloading or learning new software
- Author : Jules J Berman
- Publisher : Academic Press
- Release Date : 2018-07-23
- Total pages : 480
- ISBN : 0128156104
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Summary : Principles and Practice of Big Data: Preparing, Sharing, and Analyzing Complex Information, Second Edition updates and expands on the first edition, bringing a set of techniques and algorithms that are tailored to Big Data projects. The book stresses the point that most data analyses conducted on large, complex data sets ...
- Author : Nathan Marz,James Warren
- Publisher : Manning Publications Company
- Release Date : 2015
- Total pages : 328
- ISBN : 0128156104
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Summary : Summary Big Data teaches you to build big data systems using an architecture that takes advantage of clustered hardware along with new tools designed specifically to capture and analyze web-scale data. It describes a scalable, easy-to-understand approach to big data systems that can be built and run by a small ...
- Author : Nataraj Venkataramanan,Ashwin Shriram
- Publisher : CRC Press
- Release Date : 2016-10-03
- Total pages : 212
- ISBN : 0128156104
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Summary : The book covers data privacy in depth with respect to data mining, test data management, synthetic data generation etc. It formalizes principles of data privacy that are essential for good anonymization design based on the data format and discipline. The principles outline best practices and reflect on the conflicting relationship ...
- Author : Rajkumar Buyya,Rodrigo N. Calheiros,Amir Vahid Dastjerdi
- Publisher : Morgan Kaufmann
- Release Date : 2016-06-07
- Total pages : 494
- ISBN : 0128156104
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Summary : Big Data: Principles and Paradigms captures the state-of-the-art research on the architectural aspects, technologies, and applications of Big Data. The book identifies potential future directions and technologies that facilitate insight into numerous scientific, business, and consumer applications. To help realize Big Data’s full potential, the book addresses numerous challenges, ...
- Author : Nathan Warren
- Publisher : Unknown
- Release Date : 2015
- Total pages : 328
- ISBN : 0128156104
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Summary : Big Data teaches you to build big data systems using an architecture that takes advantage of clustered hardware along with new tools designed specifically to capture and analyze web-scale data. It describes a scalable, easy-to-understand approach to big data systems that can be built and run by a small team. ...
- Author : John I. Gallin,Frederick P Ognibene,Laura Lee Johnson
- Publisher : Academic Press
- Release Date : 2017-11-17
- Total pages : 824
- ISBN : 0128156104
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Summary : Principles and Practice of Clinical Research, Fourth Edition has been thoroughly revised to provide a comprehensive look at both the fundamental principles and expanding practice of clinical research. New to this edition of this highly regarded reference, authors have focused on examples that broadly reflect clinical research on a global ...
- Author : Fausto Pedro García Márquez,Benjamin Lev
- Publisher : Springer
- Release Date : 2016-11-15
- Total pages : 267
- ISBN : 0128156104
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Summary : This book focuses on the analytic principles of business practice and big data. Specifically, it provides an interface between the main disciplines of engineering/technology and the organizational and administrative aspects of management, serving as a complement to books in other disciplines such as economics, finance, marketing and risk analysis. ...
- Author : Roberto Rivera
- Publisher : John Wiley & Sons
- Release Date : 2020-02-19
- Total pages : 688
- ISBN : 0128156104
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Summary : Introduces readers to the principles of managerial statistics and data science, with an emphasis on statistical literacy of business students Through a statistical perspective, this book introduces readers to the topic of data science, including Big Data, data analytics, and data wrangling. Chapters include multiple examples showing the application of ...
- Author : Arun K. Somani,Ganesh Chandra Deka
- Publisher : CRC Press
- Release Date : 2017-10-30
- Total pages : 399
- ISBN : 0128156104
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Summary : The proposed book will discuss various aspects of big data Analytics. It will deliberate upon the tools, technology, applications, use cases and research directions in the field. Chapters would be contributed by researchers, scientist and practitioners from various reputed universities and organizations for the benefit of readers....
- Author : Wilfried Lemahieu,Seppe vanden Broucke,Bart Baesens
- Publisher : Cambridge University Press
- Release Date : 2018-07-12
- Total pages : 212
- ISBN : 0128156104
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Summary : This comprehensive textbook teaches the fundamentals of database design, modeling, systems, data storage, and the evolving world of data warehousing, governance and more. Written by experienced educators and experts in big data, analytics, data quality, and data integration, it provides an up-to-date approach to database management. This full-color, illustrated text ...
- Author : Xin Peng,Apostolos Ampatzoglou,Tanmay Bhowmik
- Publisher : Springer
- Release Date : 2019-06-18
- Total pages : 257
- ISBN : 0128156104
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Summary : This book constitutes the proceedings of the 18th International Conference on Software and Systems Reuse, ICSR 2019, held in Cincinnati, Ohio, USA in June 2019. The 13 research papers included in this book were carefully reviewed and selected from 32 submissions. In addition, 3 industry innovation papers are included. The papers were organized in topical ...
- Author : Sherif Sakr
- Publisher : Springer Nature
- Release Date : 2020-07-09
- Total pages : 145
- ISBN : 0128156104
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Summary : This book provides readers the “big picture” and a comprehensive survey of the domain of big data processing systems. For the past decade, the Hadoop framework has dominated the world of big data processing, yet recently academia and industry have started to recognize its limitations in several application domains and ...
- Author : Johnson I. Agbinya
- Publisher : River Publishers Signal, Image
- Release Date : 2019-07-30
- Total pages : 300
- ISBN : 0128156104
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Summary : The emergence of huge amounts of data which require analysis and in some cases real-time processing has forced exploration into fast algorithms for handling very large data sizes. Analysis of x-ray images in medical applications, cyber security data, crime data, telecommunications and stock market data, health records and business analytics ...
- Author : Gupta, Brij B.
- Publisher : IGI Global
- Release Date : 2019-09-27
- Total pages : 344
- ISBN : 0128156104
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Summary : In today’s modern age of information, new technologies are quickly emerging and being deployed into the field of information technology. Cloud computing is a tool that has proven to be a versatile piece of software within IT. Unfortunately, the high usage of Cloud has raised many concerns related to ...
- Author : San Murugesan,Irena Bojanova
- Publisher : John Wiley & Sons
- Release Date : 2016-08-01
- Total pages : 744
- ISBN : 0128156104
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Summary : The Encyclopedia of Cloud Computing comprehensively cover all aspects of cloud computing. It provides IT professionals, educators, researchers and students a compendium of cloud computing knowledge – concepts, principles, architecture, technology, security, privacy and regulatory compliance, applications, adoption, business, and social and legal aspects. Containing contributions from a spectrum of subject ...
