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Author: Wendy L. Martinez
Publisher: CRC Press
ISBN: 1315349841
Category : Mathematics
Languages : en
Pages : 589
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Book Description
Praise for the Second Edition: "The authors present an intuitive and easy-to-read book. ... accompanied by many examples, proposed exercises, good references, and comprehensive appendices that initiate the reader unfamiliar with MATLAB." —Adolfo Alvarez Pinto, International Statistical Review "Practitioners of EDA who use MATLAB will want a copy of this book. ... The authors have done a great service by bringing together so many EDA routines, but their main accomplishment in this dynamic text is providing the understanding and tools to do EDA. —David A Huckaby, MAA Reviews Exploratory Data Analysis (EDA) is an important part of the data analysis process. The methods presented in this text are ones that should be in the toolkit of every data scientist. As computational sophistication has increased and data sets have grown in size and complexity, EDA has become an even more important process for visualizing and summarizing data before making assumptions to generate hypotheses and models. Exploratory Data Analysis with MATLAB, Third Edition presents EDA methods from a computational perspective and uses numerous examples and applications to show how the methods are used in practice. The authors use MATLAB code, pseudo-code, and algorithm descriptions to illustrate the concepts. The MATLAB code for examples, data sets, and the EDA Toolbox are available for download on the book’s website. New to the Third Edition Random projections and estimating local intrinsic dimensionality Deep learning autoencoders and stochastic neighbor embedding Minimum spanning tree and additional cluster validity indices Kernel density estimation Plots for visualizing data distributions, such as beanplots and violin plots A chapter on visualizing categorical data
Author: Wendy L. Martinez
Publisher: CRC Press
ISBN: 1315349841
Category : Mathematics
Languages : en
Pages : 589
Get Book Here
Book Description
Praise for the Second Edition: "The authors present an intuitive and easy-to-read book. ... accompanied by many examples, proposed exercises, good references, and comprehensive appendices that initiate the reader unfamiliar with MATLAB." —Adolfo Alvarez Pinto, International Statistical Review "Practitioners of EDA who use MATLAB will want a copy of this book. ... The authors have done a great service by bringing together so many EDA routines, but their main accomplishment in this dynamic text is providing the understanding and tools to do EDA. —David A Huckaby, MAA Reviews Exploratory Data Analysis (EDA) is an important part of the data analysis process. The methods presented in this text are ones that should be in the toolkit of every data scientist. As computational sophistication has increased and data sets have grown in size and complexity, EDA has become an even more important process for visualizing and summarizing data before making assumptions to generate hypotheses and models. Exploratory Data Analysis with MATLAB, Third Edition presents EDA methods from a computational perspective and uses numerous examples and applications to show how the methods are used in practice. The authors use MATLAB code, pseudo-code, and algorithm descriptions to illustrate the concepts. The MATLAB code for examples, data sets, and the EDA Toolbox are available for download on the book’s website. New to the Third Edition Random projections and estimating local intrinsic dimensionality Deep learning autoencoders and stochastic neighbor embedding Minimum spanning tree and additional cluster validity indices Kernel density estimation Plots for visualizing data distributions, such as beanplots and violin plots A chapter on visualizing categorical data
Author: John Beaver Mertie
Publisher:
ISBN:
Category : Geology
Languages : en
Pages : 304
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Book Description
Author: Air Corps. War Department
Publisher:
ISBN:
Category :
Languages : en
Pages : 626
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Book Description
Author: Amos Gilat
Publisher:
ISBN: 9780470873731
Category : Engineering mathematics
Languages : en
Pages : 418
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Book Description
MATLAB: An Introduction with Applications 4th Edition walks readers through the ins and outs of this powerful software for technical computing. The first chapter describes basic features of the program and shows how to use it in simple arithmetic operations with scalars. The next two chapters focus on the topic of arrays (the basis of MATLAB), while the remaining text covers a wide range of other applications. MATLAB: An Introduction with Applications 4th Edition is presented gradually and in great detail, generously illustrated through computer screen shots and step-by-step tutorials, and applied in problems in mathematics, science, and engineering.
Author: University of Michigan. Board of Regents
Publisher:
ISBN:
Category :
Languages : en
Pages :
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Book Description
Author: Bernie Badegruber
Publisher: Turner Publishing Company
ISBN: 089793590X
Category : Family & Relationships
Languages : en
Pages : 247
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Book Description
How do you teach tolerance, self-awareness, and responsibility? How can you help children deal with fear, mistrust, or aggression? Play a game with them! Games are an ideal way to help children develop social and emotional skills; they are exciting, relaxing, and fun. 101 LIFE SKILLS GAMES FOR CHILDREN: LEARNING, GROWING, GETTING ALONG (Ages 6-12) is a resource that can help children understand and deal with problems that arise in daily interactions with other children and adults. These games help children develop social and emotional skills and enhance self-awareness. The games address the following issues: dependence, aggression, fear, resentment, disability, accusations, boasting, honesty, flexibility, patience, secrets, conscience, inhibitions, stereotypes, noise, lying, performance, closeness, weaknesses, self confidence, fun, reassurance, love, respect, integrating a new classmate, group conflict. Organized in three main chapters: (I-Games, You-Games and We-Games), the book is well structured and easily accessible. It specifies an objective for every game, gives step-by-step instructions, and offers questions for reflection. It provides possible variations for each game, examples, tips, and ideas for role plays. Each game contains references to appropriate follow-up games and is illustrated with charming drawings.
Author: Zvi Rappoport
Publisher:
ISBN:
Category : Science
Languages : en
Pages : 832
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Book Description
The latest in a series of advanced treatises under the general editorship of Professor Saul Patai providing a comprehensive review of the chemistry of the cyclopropyl group including physical properties, analysis, reaction mechanisms and synthetic uses.
Author: Jon Vogler
Publisher:
ISBN:
Category : Business & Economics
Languages : en
Pages : 472
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Book Description
Manual on waste recycling of plastics - need to recycle waste in plastics industry, chemical analysis of plastics and use of industrial waste. Photographs, tables.
Author: Isaac Leeser
Publisher:
ISBN:
Category :
Languages : en
Pages : 1266
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Book Description
Author: Marco D'Eramo
Publisher: Verso Books
ISBN: 1788731107
Category : Social Science
Languages : en
Pages : 289
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Book Description
A spirited critique of the cultural politics of the tourist age. Or, why we are all tourists who hate tourists We've all been tourists at some point in our lives. How is it we look so condescendingly at people taking selfies in front of the Tower of Pisa? Is there really much to distinguish the package holiday from hipster city-breaks to Berlin or Brooklyn? Why do we engage our free time in an activity we profess to despise? The World in a Selfie dissects a global cultural phenomenon. For Marco D'Eramo, tourism is not just the most important industry of the century, generating huge waves of people and capital, calling forth a dedicated infrastructure, and upsetting and repurposing the architecture and topography of our cities. It also encapsulates the problem of modernity: the search for authenticity in a world of ersatz pleasures. D'Eramo retraces the grand tours of the first globetrotters - from Francis Bacon and Samuel Johnson to Arthur de Gobineau and Mark Twain - before assessing the cultural meaning of the beach holiday and the 'UNESCO-cide' of major heritage sites. The tourist selfie will never look the same again.
