Principles and Practice of Big Data

Written By Jules J Berman
Principles and Practice of Big Data
  • Publsiher : Academic Press
  • Release : 23 July 2018
  • ISBN : 0128156104
  • Pages : 480 pages
  • Rating : 4/5 from 21 reviews
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Read or download book entitled Principles and Practice of Big Data written by Jules J Berman which was release on 23 July 2018, this book published by Academic Press. Available in PDF, EPUB and Kindle Format. Book excerpt: 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

Principles and Practice of Big Data

Principles and Practice of Big Data
  • Author : Jules J Berman
  • Publisher : Academic Press
  • Release Date : 2018-07-23
  • Total pages : 480
  • ISBN : 0128156104
GET BOOK

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 ...

Resource Management for Big Data Platforms

Resource Management for Big Data Platforms
  • Author : Florin Pop,Joanna Kołodziej,Beniamino Di Martino
  • Publisher : Springer
  • Release Date : 2016-10-27
  • Total pages : 516
  • ISBN : 0128156104
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Summary : Serving as a flagship driver towards advance research in the area of Big Data platforms and applications, this book provides a platform for the dissemination of advanced topics of theory, research efforts and analysis, and implementation oriented on methods, techniques and performance evaluation. In 23 chapters, several important formulations of the ...

Evolution s Clinical Guidebook

Evolution s Clinical Guidebook
  • Author : Jules J. Berman
  • Publisher : Academic Press
  • Release Date : 2019-04-25
  • Total pages : 357
  • ISBN : 0128156104
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Summary : Evolution's Clinical Guidebook: Translating Ancient Genes into Precision Medicine demonstrates, through well-documented examples, how an understanding of the phylogenetic ancestry of humans allows us to make sense out of the flood of genetic data streaming from modern laboratories and how it can lead us to new ways to prevent, diagnose ...

Taxonomic Guide to Infectious Diseases

Taxonomic Guide to Infectious Diseases
  • Author : Jules J. Berman
  • Publisher : Academic Press
  • Release Date : 2019-05-31
  • Total pages : 399
  • ISBN : 0128156104
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Summary : Taxonomic Guide to Infectious Diseases: Understanding the Biologic Classes of Pathogenic Organisms, Second Edition tackles the complexity of clinical microbiology by assigning every infectious organism to one of 40+ taxonomic classes and providing a description of the defining traits that apply to all the organisms within each class. This edition is ...

Handbook of Research on Cloud Infrastructures for Big Data Analytics

Handbook of Research on Cloud Infrastructures for Big Data Analytics
  • Author : Raj, Pethuru
  • Publisher : IGI Global
  • Release Date : 2014-03-31
  • Total pages : 570
  • ISBN : 0128156104
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Summary : Clouds are being positioned as the next-generation consolidated, centralized, yet federated IT infrastructure for hosting all kinds of IT platforms and for deploying, maintaining, and managing a wider variety of personal, as well as professional applications and services. Handbook of Research on Cloud Infrastructures for Big Data Analytics focuses exclusively ...

Modern Big Data Architectures

Modern Big Data Architectures
  • Author : Dominik Ryzko
  • Publisher : John Wiley & Sons
  • Release Date : 2020-04-09
  • Total pages : 208
  • ISBN : 0128156104
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Summary : Provides an up-to-date analysis of big data and multi-agent systems The term Big Data refers to the cases, where data sets are too large or too complex for traditional data-processing software. With the spread of new concepts such as Edge Computing or the Internet of Things, production, processing and consumption ...

Advanced Methodologies and Technologies in Network Architecture Mobile Computing and Data Analytics

Advanced Methodologies and Technologies in Network Architecture  Mobile Computing  and Data Analytics
  • Author : Khosrow-Pour, D.B.A., Mehdi
  • Publisher : IGI Global
  • Release Date : 2018-10-19
  • Total pages : 1857
  • ISBN : 0128156104
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Summary : From cloud computing to data analytics, society stores vast supplies of information through wireless networks and mobile computing. As organizations are becoming increasingly more wireless, ensuring the security and seamless function of electronic gadgets while creating a strong network is imperative. Advanced Methodologies and Technologies in Network Architecture, Mobile Computing, ...

Big Data Science and Analytics for Smart Sustainable Urbanism

Big Data Science and Analytics for Smart Sustainable Urbanism
  • Author : Simon Elias Bibri
  • Publisher : Springer
  • Release Date : 2019-05-30
  • Total pages : 337
  • ISBN : 0128156104
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Summary : We are living at the dawn of what has been termed ‘the fourth paradigm of science,’ a scientific revolution that is marked by both the emergence of big data science and analytics, and by the increasing adoption of the underlying technologies in scientific and scholarly research practices. Everything about science ...

LARGE COMPLEX DATA STREAMS USING BIG DATA

LARGE   COMPLEX DATA STREAMS USING BIG DATA
  • Author : Ashad Ullah Qureshi
  • Publisher : Concepts Books Publication
  • Release Date : 2022-08-18
  • Total pages : 122
  • ISBN : 0128156104
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Summary : Recently, Cloud has become quite attractive because of elasticity, availability, and scalability. However, the technologies such as virtualization build up Cloud represents a double-edged sword because of the expansion on attacking surfaces to entire hardware-software stack. Moreover, homogeneous computing in Cloud severely limits the computational power it can potentially provide. ...

Encyclopedia of Information Science and Technology Fourth Edition

Encyclopedia of Information Science and Technology  Fourth Edition
  • Author : Khosrow-Pour, D.B.A., Mehdi
  • Publisher : IGI Global
  • Release Date : 2017-06-20
  • Total pages : 8104
  • ISBN : 0128156104
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Summary : In recent years, our world has experienced a profound shift and progression in available computing and knowledge sharing innovations. These emerging advancements have developed at a rapid pace, disseminating into and affecting numerous aspects of contemporary society. This has created a pivotal need for an innovative compendium encompassing the latest ...

Journalism and Ethics Breakthroughs in Research and Practice

Journalism and Ethics  Breakthroughs in Research and Practice
  • Author : Management Association, Information Resources
  • Publisher : IGI Global
  • Release Date : 2019-05-03
  • Total pages : 913
  • ISBN : 0128156104
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Summary : In the modern hyperconnected society, consumers are able to access news from a variety of channels, including social media, television, mobile devices, the internet, and more. From sensationalist headlines designed to attract click-throughs to accusations of bias assigned to specific news sources, it is more important now than ever that ...

Principles and Practices for Federal Program Evaluation

Principles and Practices for Federal Program Evaluation
  • Author : National Academies of Sciences, Engineering, and Medicine,Division of Behavioral and Social Sciences and Education,Committee on National Statistics,Steering Committee on Principles and Practices for Federal Program Evaluation
  • Publisher : National Academies Press
  • Release Date : 2017-09-30
  • Total pages : 66
  • ISBN : 0128156104
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Summary : In October 2016, the National Academies of Sciences, Engineering, and Medicine convened a 1-day public workshop on Principles and Practices for Federal Program Evaluation. The workshop was organized to consider ways to bolster the integrity and protect the objectivity of the evaluation function in federal agenciesâ€"a process that is essential ...

Empirical Investigations of Social Space

Empirical Investigations of Social Space
  • Author : Jörg Blasius,Frédéric Lebaron,Brigitte Le Roux,Andreas Schmitz
  • Publisher : Springer Nature
  • Release Date : 2020-01-07
  • Total pages : 440
  • ISBN : 0128156104
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Summary : This book provides an in-depth view on Bourdieu’s empirical work, thereby specially focusing on the construction of the social space and including the concept of the habitus. Themes described in the book include amongst others: • the theory and methodology for the construction of “social spaces”, • the relation between various “...

Big Data Analytics with Applications in Insider Threat Detection

Big Data Analytics with Applications in Insider Threat Detection
  • Author : Bhavani Thuraisingham,Pallabi Parveen,Mohammad Mehedy Masud,Latifur Khan
  • Publisher : CRC Press
  • Release Date : 2017-11-22
  • Total pages : 544
  • ISBN : 0128156104
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Summary : Today's malware mutates randomly to avoid detection, but reactively adaptive malware is more intelligent, learning and adapting to new computer defenses on the fly. Using the same algorithms that antivirus software uses to detect viruses, reactively adaptive malware deploys those algorithms to outwit antivirus defenses and to go undetected. This ...

Service Orientation in Holonic and Multi Agent Manufacturing

Service Orientation in Holonic and Multi Agent Manufacturing
  • Author : Theodor Borangiu,Damien Trentesaux,André Thomas,Paulo Leitão,José Barata Oliveira
  • Publisher : Springer
  • Release Date : 2017-02-28
  • Total pages : 438
  • ISBN : 0128156104
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Summary : The book offers an integrated vision on Cloud and HPC, Big Data, Analytics and virtualization in computing-oriented manufacturing, combining information and communication technologies, service-oriented control of holonic architectures as well as enterprise integration solutions based on SOA principles. It is structured in eight parts, each one grouping research and trends ...