Cagatay Turkay's Books

Visual Analytics for Data Scientists

By: Natalia Andrienko,Gennady Andrienko,Georg Fuchs,Aidan Slingsby,Cagatay Turkay,Stefan Wrobel

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Visual Analytics for Data Scientists

By: Natalia Andrienko,Gennady Andrienko,Georg Fuchs,Aidan Slingsby,Cagatay Turkay,Stefan Wrobel

This textbook presents the main principles of visual analytics and describes techniques and approaches that have proven their utility and can be readily reproduced. Special emphasis is placed on various instructive examples of analyses, in which the need for and the use of visualisations are explained in detail. The book begins by introducing the main ideas and concepts of visual analytics and explaining why it should be considered an essential part of data science methodology and practices. It then describes the general principles underlying the visual analytics approaches, including those on appropriate visual representation, the use of interactive techniques, and classes of computational methods. It continues with discussing how to use visualisations for getting aware of data properties that need to be taken into account and for detecting possible data quality issues that may impair the analysis. The second part of the book describes visual analytics methods and workflows, organised by various data types including multidimensional data, data with spatial and temporal components, data describing binary relationships, texts, images and video. For each data type, the specific properties and issues are explained, the relevant analysis tasks are discussed, and appropriate methods and procedures are introduced. The focus here is not on the micro-level details of how the methods work, but on how the methods can be used and how they can be applied to data. The limitations of the methods are also discussed and possible pitfalls are identified. The textbook is intended for students in data science and, more generally, anyone doing or planning to do practical data analysis. It includes numerous examples demonstrating how visual analytics techniques are used and how they can help analysts to understand the properties of data, gain insights into the subject reflected in the data, and build good models that can be trusted. Based on several years of teaching related courses at the City, University of London, the University of Bonn and TU Munich, as well as industry training at the Fraunhofer Institute IAIS and numerous summer schools, the main content is complemented by sample datasets and detailed, illustrated descriptions of exercises to practice applying visual analytics methods and workflows.

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Page Count

440

Publisher

Springer Nature

Published Date

ISBN 10

3030561461

ISBN 13

9783030561468

Visual Analytics for Data Scientists

By: Natalia Andrienko,Gennady Andrienko,Georg Fuchs,Aidan Slingsby,Cagatay Turkay,Stefan Wrobel

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Visual Analytics for Data Scientists

By: Natalia Andrienko,Gennady Andrienko,Georg Fuchs,Aidan Slingsby,Cagatay Turkay,Stefan Wrobel

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Solve jigsaw puzzle

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Page Count

440

Publisher

Springer Nature

Published Date

ISBN 10

3030561461

ISBN 13

9783030561468

Surveillance Over Migrant Workers and Immigrants from Turkey in Germany

From the Disciplinary Society to the Society of Control

By: Cagatay Topal

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Surveillance Over Migrant Workers and Immigrants from Turkey in Germany

From the Disciplinary Society to the Society of Control

By: Cagatay Topal

Keywords. surveillance, immigration, globalization, life-production, communication and information technologies, the disciplinary society, the society of control, migrant workers and immigrants from Turkey in Germany, 9/11.

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Page Count

310

Published Date

ISBN 10

0494266562

ISBN 13

9780494266564

Building Serverless Architectures

By: Cagatay Gurturk

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Building Serverless Architectures

By: Cagatay Gurturk

Build scalable, reliable, and cost-effective applications with a serverless architecture About This Book Design a real-world serverless application from scratch Learn about AWS Lambda function and how to use Lambda functions to glue other AWS Services Use the Java programming language and well-known design patterns. Although Java is used for the examples in this book, the concept is applicable across all languages Learn to migrate your JAX-RS application to AWS Lambda and API Gateway Who This Book Is For This book is for developers and software architects who are interested in designing on the back end. Since the book uses Java to teach concepts, knowledge of Java is required. What You Will Learn Learn to form microservices from bigger Softwares Orchestrate and scale microservices Design and set up the data flow between cloud services and custom business logic Get to grips with cloud provider's APIs, limitations, and known issues Migrate existing Java applications to a serverless architecture Acquire deployment strategies Build a highly available and scalable data persistence layer Unravel cost optimization techniques In Detail Over the past years, all kind of companies from start-ups to giant enterprises started their move to public cloud providers in order to save their costs and reduce the operation effort needed to keep their shops open. Now it is even possible to craft a complex software system consisting of many independent micro-functions that will run only when they are needed without needing to maintain individual servers. The focus of this book is to design serverless architectures, and weigh the advantages and disadvantages of this approach, along with decision factors to consider. You will learn how to design a serverless application, get to know that key points of services that serverless applications are based on, and known issues and solutions. The book addresses key challenges such as how to slice out the core functionality of the software to be distributed in different cloud services and cloud functions. It covers basic and advanced usage of these services, testing and securing the serverless software, automating deployment, and more. By the end of the book, you will be equipped with knowledge of new tools and techniques to keep up with this evolution in the IT industry. Style and approach The book takes a pragmatic approach, showing you all the examples you need to build efficient serverless applications.

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Page Count

233

Publisher

Packt Publishing Ltd

Published Date

ISBN 10

1787128016

ISBN 13

9781787128019

Book's by Cagatay Turkay

Visual Analytics for Data Scientists

Visual Analytics for Data Scientists

Visual Analytics for Data Scientists

Visual Analytics for Data Scientists

Surveillance Over Migrant Workers and Immigrants from Turkey in Germany

Surveillance Over Migrant Workers and Immigrants from Turkey in Germany

Building Serverless Architectures

Building Serverless Architectures

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