Exploratory Data Analysis with MATLAB

Exploratory Data Analysis with MATLAB

Author: Wendy L. Martinez

Publisher: CRC Press

Published: 2017-08-07

Total Pages: 589

ISBN-13: 1315349841

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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


Guide to Management Ideas and Gurus

Guide to Management Ideas and Gurus

Author: Tim Hindle

Publisher: John Wiley & Sons

Published: 2008-09-01

Total Pages: 336

ISBN-13: 9781846681080

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Good management is a precious commodity in the corporate world. Guide to Management Ideas and Gurus is a straight-forward manual on the most innovative management ideas and the management gurus who developed them. The earlier edition, Guide to Management Ideas, presented the most significant ideas that continue to underpin business management. This new book builds on those ideas and adds detailed biographies of the people who came up with them-the most influential business thinkers of the past and present. Topics covered include: Active Inertia, Disruptive Technology, Genchi Genbutsu (Japanese for "Go and See for Yourself"), The Halo Effect, The Long Tail, Skunkworks, Tipping Point, Triple Bottom Line, and more. The management gurus covered include: Dale Carnegie, Jim Collins, Stephen Covey, Peter Drucker, Philip Kotler, Michael Porter, Tom Peters, and many others.


The Agitators

The Agitators

Author: Mat Smart

Publisher: Concord Theatricals

Published: 2019

Total Pages: 90

ISBN-13: 0573708304

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The Agitators tells of the enduring but tempestuous friendship of Susan B. Anthony and Frederick Douglass. Great allies? Yes. And at times, great adversaries. Young abolitionists when they met in Rochester in the 1840s, they were full of hopes, dreams, and a common purpose. As they grew to become the cultural icons we know today, their movements collided and their friendship was severely tested. This is the story of that forty-five-year friendship – from its beginning in Rochester, through a civil war, and to the highest halls of government. They agitated the nation, they agitated each other, and, in doing so, they helped shape the Constitution and the course of American history.


Scientific Computing with MATLAB and Octave

Scientific Computing with MATLAB and Octave

Author: Alfio Quarteroni

Publisher: Springer Science & Business Media

Published: 2010-05-30

Total Pages: 379

ISBN-13: 3642124305

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Preface to the First Edition This textbook is an introduction to Scienti?c Computing. We will illustrate several numerical methods for the computer solution of c- tain classes of mathematical problems that cannot be faced by paper and pencil. We will show how to compute the zeros or the integrals of continuous functions, solve linear systems, approximate functions by polynomials and construct accurate approximations for the solution of di?erential equations. With this aim, in Chapter 1 we will illustrate the rules of the game thatcomputersadoptwhenstoringandoperatingwith realandcomplex numbers, vectors and matrices. In order to make our presentation concrete and appealing we will 1 adopt the programming environment MATLAB as a faithful c- panion. We will gradually discover its principal commands, statements and constructs. We will show how to execute all the algorithms that we introduce throughout the book. This will enable us to furnish an - mediate quantitative assessment of their theoretical properties such as stability, accuracy and complexity. We will solve several problems that will be raisedthrough exercises and examples, often stemming from s- ci?c applications.


Indenture Trustee - Bankruptcy Powers & Duties

Indenture Trustee - Bankruptcy Powers & Duties

Author: Stephanie Wickouski

Publisher: Beard Books

Published: 2015-11-16

Total Pages: 262

ISBN-13: 9781587983054

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In a detailed Question & Answer format, the author, a nationally recognized bankruptcy practitioner, addresses both the esoteric and real world issues of indenture trustees in chapter 11 cases. Topics include conflicts, direction by holders, compensation, indemnification, fee recovery, and trustee litigation, including X-Clause, intercreditor, make-whole, and TIA disputes.


The Ethical Sellout

The Ethical Sellout

Author: Lily Zheng

Publisher: Berrett-Koehler Publishers

Published: 2019-10-29

Total Pages: 193

ISBN-13: 1523085851

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We all fear selling out. Yet we all face situations that test our ideals and values with no clear right answer. In a world where compromise is an essential aspect of life, authors Lily Zheng and Inge Hansen make the bold claim that everyone sells out-and that the real challenge lies in doing so ethically. Zheng and Hansen share stories from a diversity of people who have found their own answers to this dilemma and offer new ways to think about marginalization, privilege, and self-interest. From these stories, they pull out teachable skills for taking the step from selling out to selling out ethically. The Ethical Sellout is for all those committed to maintaining their integrity in a messy world.


Junior Science Projects

Junior Science Projects

Author:

Publisher:

Published: 1967

Total Pages: 184

ISBN-13:

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Explains scientific theory and principles through projects and experiments for the serious young scientist, such as glow discharges, black light, Schlieren optics, and Echo collecting.


Virtual Reality

Virtual Reality

Author: Pietro Cipresso

Publisher: Nova Science Publishers

Published: 2014-01-12

Total Pages: 0

ISBN-13: 9781633219335

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One of the most amazing capacities of the human mind is its ability to go beyond its boundaries. The well-known example of the "blind man" by Gregory Bateson helps us understand how our mind is able to expand its potentiality thanks to the use of a tool. This famous example demonstrates two specific features that characterize the relationship between the human mind and the use of tool. From a neuropsychological point of view, the tool is integrated in near space, extending it to the end point of the instrument. From a phenomenological point of view, we are present in the tool because we can use it in an intuitive way to realize our intentions. As Riva and Mantovani suggested, there is also another type of relationship between mind and technology, namely the second-order mediated action. In this case, the subject uses the body to control a distal tool that controls a different one to exert an action upon an external object. An example of a second-order mediated action is what happens with Virtual Reality (VR): I use my body to move an avatar (a distal tool) to exert an action upon an external object (a virtual environment). On one side, the outcome of this process further extends the space of action. From an experiential viewpoint, when interacting in a virtual space, we are also present in the distal virtual environment. On these theoretical bases, it is clear what makes VR development distinctively important is that it represents more than a simple technology in different domains of human society. In recent years, the field of VR has grown immensely. Practical applications for the use of this advanced technology encompasses many fields, from personnel training supported by interactive 3D images in industrial centers, to the use of interactive virtual environments for marketing purposes. One of the newest fields to benefit from the advances in VR technology is medicine and healthcare. Impressive advances in technology, coupled with a reduction in the economic costs have supported the development of more usable, useful, and accessible VR systems that can uniquely target a range of physical, psychological, and cognitive clinical targets and research questions. The aim of the book Virtual Reality-Technologies, Medical Applications, and Challenges is twofold: (1) to provide a critical overview of the most interesting medical applications of VR technologies and (2) to reflect on the future challenges in this growing field.