Big Data Big Design

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Big Data Big Design

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Author : Helen Armstrong
language : en
Publisher: Chronicle Books
Release Date : 2021-11-04

Big Data Big Design written by Helen Armstrong and has been published by Chronicle Books this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-11-04 with Design categories.

Big Data, Big Design provides designers with the tools they need to harness the potential of machine learning and put it to use for good through thoughtful, human-centered, intentional design. Enter the world of Machine Learning (ML) and Artificial Intelligence (AI) through a design lens in this thoughtful handbook of practical skills, technical knowledge, interviews, essays, and theory, written specifically for designers. Gain an understanding of the design opportunities and design biases that arise when using predictive algorithms. Learn how to place design principles and cultural context at the heart of AI and ML through real-life case studies and examples. This portable, accessible guide will give beginners and more advanced AI and ML users the confidence to make reasoned, thoughtful decisions when implementing ML design solutions.

The Symbiosis Of Big Data And Behavioral Insights Applications And Ethical Considerations

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Author : Alexander Ritter
language : en
Publisher: GRIN Verlag
Release Date : 2017-11-08

The Symbiosis Of Big Data And Behavioral Insights Applications And Ethical Considerations written by Alexander Ritter and has been published by GRIN Verlag this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-11-08 with Business & Economics categories.

Seminar paper from the year 2017 in the subject Economics - Other, grade: 1,7, University Witten/Herdecke (Wirtschaftswissenschaften), course: Behavioral Economics / Verhaltensökonomik, language: English, abstract: Since the US-presidency elections of 2016 and the surprising victory of Donald Trump, a sudden public interest in “big data” was sparked, since it was suspected to be key to Trump’s success. More precisely, it was the combination of “big data” and behavioral nudge approaches that was key to the strategy of Donald Trump. This essay examines the powerful synergies of “big data” with behavioral economics on the basis of real life examples from politics and business. Moreover the practical limitations as well as ethical considerations will be discussed.

High Performance Persistent Storage System For Bigdata Analysis

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Author : Piyush Saxena
language : en
Publisher: GRIN Verlag
Release Date : 2014-08-19

High Performance Persistent Storage System For Bigdata Analysis written by Piyush Saxena and has been published by GRIN Verlag this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-08-19 with Computers categories.

Master's Thesis from the year 2014 in the subject Computer Science - Applied, grade: 82.00, , course: M.Tech CS&E, language: English, abstract: Hadoop and Map reduce today are facing huge amounts of data and are moving towards ubiquitous for big data storage and processing. This has made it an essential feature to evaluate and characterize the Hadoop file system and its deployment through extensive benchmarking. We have other benchmarking tools widely available with us today that are capable of analyzing the performance of the Hadoop system but they are made to either run in a single node system or are created for assessing the storage device that is attached and its basic characteristics as top speed and other hardware related details or manufacturer’s details. For this, the tool used is HiBench that is an essential part of Hadoop and is comprehensive benchmark suit that consist of a complete deposit of Hadoop applications having micro bench marks & real time applications for the purpose of benchmarking the performance of Hadoop on the available type of storage device (i.e. HDD and SSD) and machine configuration. This is helpful to optimize the performance and improve the support towards the limitations of Hadoop system. In this research work we will analyze and characterize the performance of external sorting algorithm in Hadoop (MapReduce) with SSD and HDD that are connected with various Interconnect technologies like 10GigE, IPoIB and RDBAIB. In addition, we will also demonstrate that the traditional servers and old Cloud systems can be upgraded by software and hardware up gradations to perform at par with the modern technologies to handle these loads, without spending ruthlessly on up gradations or complete changes in the system with the use of Modern storage devices and interconnect networking systems. This in turn reduces the power consumption drastically and allows smoother running of large scale servers with low latency and high throughput allowing use of the utmost power of the processors for the big data flowing in the network.

Computer Design

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Author :
language : en
Publisher:
Release Date : 1985

Computer Design written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1985 with Computer engineering categories.

Proceedings Of The 19th International Conference On Very Large Data Bases

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Author : Rakesh Agrawal
language : en
Publisher: Morgan Kaufmann
Release Date : 1993

Proceedings Of The 19th International Conference On Very Large Data Bases written by Rakesh Agrawal and has been published by Morgan Kaufmann this book supported file pdf, txt, epub, kindle and other format this book has been release on 1993 with Computers categories.

Applied Machine Learning

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Author : M. Gopal
language : en
Publisher: McGraw Hill Professional
Release Date : 2019-06-07

Applied Machine Learning written by M. Gopal and has been published by McGraw Hill Professional this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-06-07 with Technology & Engineering categories.

Cutting-edge machine learning principles, practices, and applications This comprehensive textbook explores the theoretical under¬pinnings of learning and equips readers with the knowledge needed to apply powerful machine learning techniques to solve challenging real-world problems. Applied Machine Learning shows, step by step, how to conceptualize problems, accurately represent data, select and tune algorithms, interpret and analyze results, and make informed strategic decisions. Presented in a non-rigorous mathematical style, the book covers a broad array of machine learning topics with special emphasis on methods that have been profitably employed. Coverage includes: Supervised learning Statistical learning Learning with support vector machines (SVM) Learning with neural networks (NN) Fuzzy inference systems Data clustering Data transformations Decision tree learning Business intelligence Data mining And much more

Very Large Data Bases

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Author :
language : en
Publisher:
Release Date : 2005

Very Large Data Bases written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005 with Database management categories.

Informationweek

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Author :
language : en
Publisher:
Release Date : 1999

Informationweek written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1999 with Computer service industry categories.

Foresight For Digital Development

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Author : United Nations. Economic and Social Council
language : en
Publisher:
Release Date : 2016

Foresight For Digital Development written by United Nations. Economic and Social Council and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016 with Digital electronics categories.

Very Large Data Bases

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Author : Wesley W. Chu
language : en
Publisher:
Release Date : 1986

Very Large Data Bases written by Wesley W. Chu and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1986 with Data base management categories.

The purpose of this conference series is to provide an international forum for the promotion of an understanding of current research, the exchange of ideas, experiences, and future directions for database systems. Database techniques are expanding into many novel environments and application areas, such as office systems, database machines, computer aided design/computer aided manufacturing, historical database systems, distributed database systems, knowledge-based systems, and the management of unformatted data, such as text and graphical images. The contents of these proceedings reflect these areas, with forty-six full papers, two short papers, and position papers for two panel sessions.