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Data-intensive Systems

Principles and Fundamentals using Hadoop and Spark

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  • 112 stron
  • 4 godziny czytania

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Data-intensive systems are a technological building block supporting Big Data and Data Science applications.This book familiarizes readers with core concepts that they should be aware of before continuing with independent work and the more advanced technical reference literature that dominates the current landscape. The material in the book is structured following a problem-based approach. This means that the content in the chapters is focused on developing solutions to simplified, but still realistic problems using data-intensive technologies and approaches. The reader follows one reference scenario through the whole book, that uses an open Apache dataset. The origins of this volume are in lectures from a master’s course in Data-intensive Systems, given at the University of Stavanger. Some chapters were also a base for guest lectures at Purdue University and Lodz University of Technology.

Zakup książki

Data-intensive Systems, Tomasz Wiktorski

Język
Rok wydania
2019
Oprawa
(miękka)
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Tytuł
Data-intensive Systems
Podtytuł
Principles and Fundamentals using Hadoop and Spark
Język
angielski
Rok wydania
2019
Oprawa
miękka
Liczba stron
112
ISBN10
3030046028
ISBN13
9783030046026
Seria
Tagi
Opis
Data-intensive systems are a technological building block supporting Big Data and Data Science applications.This book familiarizes readers with core concepts that they should be aware of before continuing with independent work and the more advanced technical reference literature that dominates the current landscape. The material in the book is structured following a problem-based approach. This means that the content in the chapters is focused on developing solutions to simplified, but still realistic problems using data-intensive technologies and approaches. The reader follows one reference scenario through the whole book, that uses an open Apache dataset. The origins of this volume are in lectures from a master’s course in Data-intensive Systems, given at the University of Stavanger. Some chapters were also a base for guest lectures at Purdue University and Lodz University of Technology.