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Making Data Visual
You have a mound of data front of you and a suite of computation tools at your disposal. Which parts of the data actually matter? Where is the insight hiding? If you’re a data scientist trying to navigate the murky space between data and insight, this practical book shows you how to make sense of your data through high-level questions, well-defined data analysis tasks, and visualizations to clarify understanding and gain insights along the way. When incorporated into the process early and often, iterative visualization can help you refine the questions you ask of your data. Authors Danyel Fisher and Miriah Meyer provide detailed case studies that demonstrate how this process can evolve in the real world. You’ll learn: The data counseling process for moving from general to more precise questions about your data, and arriving at a working visualization The role that visual representations play in data discovery Common visualization types by the tasks they fulfill and the data they use Visualization techniques that use multiple views and interaction to support analysis of large, complex data sets
Making Data Visual
"You have a mound of data sitting in front of you and a suite of computation tools at your disposal. And yet, you're stumped as to how to turn that data into insight. Which part of that data actually matters, and where is this insight hidden? If you're a data scientist who struggles to navigate the murky space between data and insight, this book will help you think about and reshape data for visual data exploration. It's ideal for relatively new data scientists, who may be computer-knowledgeable and data-knowledgeable, but do not yet know how to create effective, explorable representations of data. With this book, you'll learn: Task analysis, driven by a series of leading questions that draw out the important aspects of the data to be explored; Visualization patterns, each of which take a different perspective on data and answer different questions; A taxonomy of visualizations for common data types; Techniques for gathering design requirements; When and where to make use of statistical methods."--
The Connected Company
With a foreword by Alex Osterwalder. The future of work is already here. Customers are adopting disruptive technologies faster than your company can adapt. When your customers are delighted, they can amplify your message in ways that were never before possible. But when your company’s performance runs short of what you’ve promised, customers can seize control of your brand message, spreading their disappointment and frustration faster than you can keep up. To keep pace with today’s connected customers, your company must become a connected company. That means deeply engaging with workers, partners, and customers, changing how work is done, how you measure success, and how performance is...
Eye Tracking and Visual Analytics
Visualization and visual analytics are powerful concepts for exploring data from various application domains. The endless number of possible parameters and the many ways to combine visual variables as well as algorithms and interaction techniques create lots of possibilities for building such techniques and tools. The major goal of those tools is to include the human users with their tasks at hand, their hypotheses, and research questions to provide ways to find solutions to their problems or at least to hint them in a certain direction to come closer to a problem solution. However, due to the sheer number of design variations, it is unclear which technique is suitable for those tasks at han...
Creating a Data-Driven Organization
"What do you need to become a data-driven organization? Far more than having big data or a crack team of unicorn data scientists, it requires establishing an effective, deeply-ingrained data culture. This practical book shows you how true data-drivenness involves processes that require genuine buy-in across your company ... Through interviews and examples from data scientists and analytics leaders in a variety of industries ... Anderson explains the analytics value chain you need to adopt when building predictive business models"--Publisher's description.
Digital Humanities and Laboratories
This book · includes contributions from a diverse, international range of scholars and practitioners and this volume examines the ways laboratories of all kinds contribute to digital research and pedagogy. · Acknowledging that they are emerging amid varied cultural and scientific traditions, the volume considers how they lead to the specification of digital humanities and how a locally situated knowledge production is embedded in the global infrastructure system. · consolidates the discussion on the role of the laboratory in DH and brings digital humanists into the interdisciplinary debate concerning the notion of a laboratory as a critical site in the generation of experimental knowledge...
BigData Bilginin Gücü
Big Data - Bilginin Gücü “Bu daha başlangıç! Gelecek daha da sayısallaşacak! Bu kitap teknolojiyi ve bilginin getirdiği imkânları empoze etmektedir. Gençleri bu alanlarda tahsil yapmaya ve yenilikler üretmeye teşvik etmektedir. Yetişkinlere bu imkânlardan yararlanmayı ve kullanmayı önermektedir. Girişimcilere, yeni fikirler üretmeyi, yeni iş modelleri ile yeni hizmetler sunmayı tavsiye etmektedir. Devlet ve özel sektör yöneticilerinin bu imkânlardan yararlanmalarını ve daha güzel yarınları şekillendirmelerini temenni etmektedir. Bu kitap (ve yazarı) bilgi çağında yaşamaktan heyecan duymaktadır, bu çağa katkıda bulunmayı arzu etmektedir. Bu kitap he...
Visualization Analysis and Design
Learn How to Design Effective Visualization SystemsVisualization Analysis and Design provides a systematic, comprehensive framework for thinking about visualization in terms of principles and design choices. The book features a unified approach encompassing information visualization techniques for abstract data, scientific visualization techniques
Total Exposure Health
Discusses advances in exposure monitoring Presents a systems biology approach to human exposures Examines how overall well-being translates to worker productivity Considers the link between work-related risk factors and health conditions Covers the study of genomics in precision medicine and exposure science Explores bioethics in genomic studies
