Art Data
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Smart Data
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Author : Kuan-Ching Li
language : en
Publisher: CRC Press
Release Date : 2019-03-19
Smart Data written by Kuan-Ching Li and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-03-19 with Business & Economics categories.
Smart Data: State-of-the-Art Perspectives in Computing and Applications explores smart data computing techniques to provide intelligent decision making and prediction services support for business, science, and engineering. It also examines the latest research trends in fields related to smart data computing and applications, including new computing theories, data mining and machine learning techniques. The book features contributions from leading experts and covers cutting-edge topics such as smart data and cloud computing, AI for networking, smart data deep learning, Big Data capture and representation, AI for Big Data applications, and more. Features Presents state-of-the-art research in big data and smart computing Provides a broad coverage of topics in data science and machine learning Combines computing methods with domain knowledge and a focus on applications in science, engineering, and business Covers data security and privacy, including AI techniques Includes contributions from leading researchers
The Art Of Data Science
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Author : Roger D. Peng
language : en
Publisher:
Release Date : 2016-06-08
The Art Of Data Science written by Roger D. Peng and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-06-08 with Business & Economics categories.
"This book describes the process of analyzing data. The authors have extensive experience both managing data analysts and conducting their own data analyses, and this book is a distillation of their experience in a format that is applicable to both practitioners and managers in data science."--Leanpub.com.
Communicating With Data
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Author : Deborah Nolan
language : en
Publisher: Oxford University Press
Release Date : 2021-03-25
Communicating With Data written by Deborah Nolan and has been published by Oxford University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-03-25 with Science categories.
Communication is a critical yet often overlooked part of data science. Communicating with Data aims to help students and researchers write about their insights in a way that is both compelling and faithful to the data. General advice on science writing is also provided, including how to distill findings into a story and organize and revise the story, and how to write clearly, concisely, and precisely. This is an excellent resource for students who want to learn how to write about scientific findings, and for instructors who are teaching a science course in communication or a course with a writing component. Communicating with Data consists of five parts. Part I helps the novice learn to write by reading the work of others. Part II delves into the specifics of how to describe data at a level appropriate for publication, create informative and effective visualizations, and communicate an analysis pipeline through well-written, reproducible code. Part III demonstrates how to reduce a data analysis to a compelling story and organize and write the first draft of a technical paper. Part IV addresses revision; this includes advice on writing about statistical findings in a clear and accurate way, general writing advice, and strategies for proof reading and revising. Part V offers advice about communication strategies beyond the page, which include giving talks, building a professional network, and participating in online communities. This book also provides 22 portfolio prompts that extend the guidance and examples in the earlier parts of the book and help writers build their portfolio of data communication.
Art Data
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Author : Hunter Barrett
language : en
Publisher:
Release Date : 2016-10-17
Art Data written by Hunter Barrett and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-10-17 with Computers categories.
Why did you click this book? Maybe you're an executive who wants quick insights into your organization. You're busy. We get that. You'll probably only skim this book in 20 minutes. But we hope you're compelled by its intuitive visual analytics and the chance to track progress and increase your company's impact. How about getting a box of these books to hand out to your data analytics teams across the company? Maybe you're a team lead who relies on data to fulfill your commitments to your organization. Do you need engaging analytics for your technology group? Sales operations? Finance or marketing program? We're betting yes. Then you'll probably settle in and spend a few hours reading this book and relating to the dashboard examples that best match your department. How about getting 10 or more copies for the other people in your team? Or maybe you're an analytics expert. You geek out on software like Tableau and digging deep into the realm of data visualization. We do too! You'll likely spend days on this book pouring over all the incredible practices and concepts embedded in it. We hope so anyway. Our intent is to highlight best practices for dashboard design and empower you to further explore all those data points we know you're obsessed with. We got your back on this. No matter who you are, we're sure you'll agree that successful organizations don't just tell data stories--they use excellent design to do so. They find harmony between data and art. We've done just that by creating our 5 Elements of Dashboard Design: Integrity, Flow, Color, Typeface and Charm. With these powerful standards, we consistently help people use data to realize better outcomes. So be inspired. Partner with us. And take from this collection of 20 custom dashboards what you will. Then don't be shy. Blog about it. Recommend it to friends. Put it on the office coffee table. Whatever you do, know that we are one of you!
The Art Of Statistics
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Author : David Spiegelhalter
language : en
Publisher: Hachette UK
Release Date : 2019-09-03
The Art Of Statistics written by David Spiegelhalter and has been published by Hachette UK this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-09-03 with Mathematics categories.
In this "important and comprehensive" guide to statistical thinking (New Yorker), discover how data literacy is changing the world and gives you a better understanding of life’s biggest problems. Statistics are everywhere, as integral to science as they are to business, and in the popular media hundreds of times a day. In this age of big data, a basic grasp of statistical literacy is more important than ever if we want to separate the fact from the fiction, the ostentatious embellishments from the raw evidence -- and even more so if we hope to participate in the future, rather than being simple bystanders. In The Art of Statistics, world-renowned statistician David Spiegelhalter shows readers how to derive knowledge from raw data by focusing on the concepts and connections behind the math. Drawing on real world examples to introduce complex issues, he shows us how statistics can help us determine the luckiest passenger on the Titanic, whether a notorious serial killer could have been caught earlier, and if screening for ovarian cancer is beneficial. The Art of Statistics not only shows us how mathematicians have used statistical science to solve these problems -- it teaches us how we too can think like statisticians. We learn how to clarify our questions, assumptions, and expectations when approaching a problem, and -- perhaps even more importantly -- we learn how to responsibly interpret the answers we receive. Combining the incomparable insight of an expert with the playful enthusiasm of an aficionado, The Art of Statistics is the definitive guide to stats that every modern person needs.
The Art Of Data Analysis
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Author : Kristin H. Jarman
language : en
Publisher: John Wiley & Sons
Release Date : 2013-05-13
The Art Of Data Analysis written by Kristin H. Jarman and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-05-13 with Mathematics categories.
A friendly and accessible approach to applying statistics in the real world With an emphasis on critical thinking, The Art of Data Analysis: How to Answer Almost Any Question Using Basic Statistics presents fun and unique examples, guides readers through the entire data collection and analysis process, and introduces basic statistical concepts along the way. Leaving proofs and complicated mathematics behind, the author portrays the more engaging side of statistics and emphasizes its role as a problem-solving tool. In addition, light-hearted case studies illustrate the application of statistics to real data analyses, highlighting the strengths and weaknesses of commonly used techniques. Written for the growing academic and industrial population that uses statistics in everyday life, The Art of Data Analysis: How to Answer Almost Any Question Using Basic Statistics highlights important issues that often arise when collecting and sifting through data. Featured concepts include: • Descriptive statistics • Analysis of variance • Probability and sample distributions • Confidence intervals • Hypothesis tests • Regression • Statistical correlation • Data collection • Statistical analysis with graphs Fun and inviting from beginning to end, The Art of Data Analysis is an ideal book for students as well as managers and researchers in industry, medicine, or government who face statistical questions and are in need of an intuitive understanding of basic statistical reasoning.
Dear Data
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Author : Giorgia Lupi
language : en
Publisher: Chronicle Books
Release Date : 2016-09-13
Dear Data written by Giorgia Lupi and has been published by Chronicle Books this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-09-13 with Design categories.
Equal parts mail art, data visualization, and affectionate correspondence, Dear Data celebrates "the infinitesimal, incomplete, imperfect, yet exquisitely human details of life," in the words of Maria Popova (Brain Pickings), who introduces this charming and graphically powerful book. For one year, Giorgia Lupi, an Italian living in New York, and Stefanie Posavec, an American in London, mapped the particulars of their daily lives as a series of hand-drawn postcards they exchanged via mail weekly—small portraits as full of emotion as they are data, both mundane and magical. Dear Data reproduces in pinpoint detail the full year's set of cards, front and back, providing a remarkable portrait of two artists connected by their attention to the details of their lives—including complaints, distractions, phone addictions, physical contact, and desires. These details illuminate the lives of two remarkable young women and also inspire us to map our own lives, including specific suggestions on what data to draw and how. A captivating and unique book for designers, artists, correspondents, friends, and lovers everywhere.
Art Data
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Author :
language : en
Publisher:
Release Date : 2016
Art Data written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016 with Information visualization categories.
"We have developed a consistent, specific methodology towards design that helps us develop the highest quality dashboards. This book exemplifies our method, which leverages our 5 Elements of Dashboard Design: Integrity, Flow, Color, Typeface and Charm. These elements are critical in assuring that a data story is told in a compelling, accurate and attractive way. Use this book and the dashboard examples inside to learn the 5 Elements and consider how they might apply in your industry. We're also offering a special workshop based on the concepts in the book. Imagine the possibilities for beautifully displaying your data story!"--Publisher's description.
The Truthful Art
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Author : Alberto Cairo
language : en
Publisher: New Riders
Release Date : 2016-02-08
The Truthful Art written by Alberto Cairo and has been published by New Riders this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-02-08 with Computers categories.
No matter what your actual job title, you are—or soon will be—a data worker. Every day, at work, home, and school, we are bombarded with vast amounts of free data collected and shared by everyone and everything from our co-workers to our calorie counters. In this highly anticipated follow-up to The Functional Art—Alberto Cairo’s foundational guide to understanding information graphics and visualization—the respected data visualization professor explains in clear terms how to work with data, discover the stories hidden within, and share those stories with the world in the form of charts, maps, and infographics. In The Truthful Art, Cairo transforms elementary principles of data and scientific reasoning into tools that you can use in daily life to interpret data sets and extract stories from them. The Truthful Art explains: • The role infographics and data visualization play in our world • Basic principles of data and scientific reasoning that anyone can master • How to become a better critical thinker • Step-by-step processes that will help you evaluate any data visualization (including your own) • How to create and use effective charts, graphs, and data maps to explain data to any audience The Truthful Art is also packed with inspirational and educational real-world examples of data visualizations from such leading publications as The New York Times, The Wall Street Journal, Estado de São Paulo (Brazil), Berliner Morgenpost (Germany), and many more.
The Art And Science Of Analyzing Software Data
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Author : Christian Bird
language : en
Publisher: Elsevier
Release Date : 2015-09-02
The Art And Science Of Analyzing Software Data written by Christian Bird and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-09-02 with Computers categories.
The Art and Science of Analyzing Software Data provides valuable information on analysis techniques often used to derive insight from software data. This book shares best practices in the field generated by leading data scientists, collected from their experience training software engineering students and practitioners to master data science. The book covers topics such as the analysis of security data, code reviews, app stores, log files, and user telemetry, among others. It covers a wide variety of techniques such as co-change analysis, text analysis, topic analysis, and concept analysis, as well as advanced topics such as release planning and generation of source code comments. It includes stories from the trenches from expert data scientists illustrating how to apply data analysis in industry and open source, present results to stakeholders, and drive decisions. Presents best practices, hints, and tips to analyze data and apply tools in data science projects Presents research methods and case studies that have emerged over the past few years to further understanding of software data Shares stories from the trenches of successful data science initiatives in industry