Exploratory Data Analysis with MATLAB

Exploratory Data Analysis with MATLAB
Author: Wendy L. Martinez
Publisher: CRC Press
Total Pages: 589
Release: 2017-08-07
Genre: Mathematics
ISBN: 1315349841

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

Numerical Computation of Internal and External Flows, Volume 2

Numerical Computation of Internal and External Flows, Volume 2
Author: Charles Hirsch
Publisher: Wiley
Total Pages: 714
Release: 1991-01-08
Genre: Technology & Engineering
ISBN: 9780471924524

Numerical Computation of Internal and External Flows Volume 2: Computational Methods for Inviscid and Viscous Flows C. Hirsch, Vrije Universiteit Brussel, Brussels, Belgium This second volume deals with the applications of computational methods to the problems of fluid dynamics. It complements the first volume to provide an excellent reference source in this vital and fast growing area. The author includes material on the numerical computation of potential flows and on the most up-to-date methods for Euler and Navier-Stokes equations. The coverage is comprehensive and includes detailed discussion of numerical techniques and algorithms, including implementation topics such as boundary conditions. Problems are given at the end of each chapter and there are comprehensive reference lists. Of increasing interest, the subject has powerful implications in such crucial fields as aeronautics and industrial fluid dynamics. Striking a balance between theory and application, the combined volumes will be useful for an increasing number of courses, as well as to practitioners and researchers in computational fluid dynamics. Contents Preface Nomenclature Part V: The Numerical Computation of Potential Flows Chapter 13 The Mathematical Formulations of the Potential Flow Model Chapter 14 The Discretization of the Subsonic Potential Equation Chapter 15 The Computation of Stationary Transonic Potential Flows Part VI: The Numerical Solution of the System of Euler Equations Chapter 16 The Mathematical Formulation of the System of Euler Equations Chapter 17 The Lax - Wendroff Family of Space-centred Schemes Chapter 18 The Central Schemes with Independent Time Integration Chapter 19 The Treatment of Boundary Conditions Chapter 20 Upwind Schemes for the Euler Equations Chapter 21 Second-order Upwind and High-resolution Schemes Part VII: The Numerical Solution of the Navier-Stokes Equations Chapter 22 The Properties of the System of Navier-Stokes Equations Chapter 23 Discretization Methods for the Navier-Stokes Equations Index

Official Congressional Directory

Official Congressional Directory
Author: United States. Congress
Publisher: Joint Committee on Printing
Total Pages: 1258
Release: 2012-01-18
Genre: Biography & Autobiography
ISBN:

Contains biographies of Senators, members of Congress, and the Judiciary. Also includes committee assignments, maps of Congressional districts, a directory of officials of executive agencies, addresses, telephone and fax numbers, web addresses, and other information.

Data Science and Intelligent Applications

Data Science and Intelligent Applications
Author: Ketan Kotecha
Publisher: Springer Nature
Total Pages: 556
Release: 2020-06-17
Genre: Technology & Engineering
ISBN: 9811544743

This book includes selected papers from the International Conference on Data Science and Intelligent Applications (ICDSIA 2020), hosted by Gandhinagar Institute of Technology (GIT), Gujarat, India, on January 24–25, 2020. The proceedings present original and high-quality contributions on theory and practice concerning emerging technologies in the areas of data science and intelligent applications. The conference provides a forum for researchers from academia and industry to present and share their ideas, views and results, while also helping them approach the challenges of technological advancements from different viewpoints. The contributions cover a broad range of topics, including: collective intelligence, intelligent systems, IoT, fuzzy systems, Bayesian networks, ant colony optimization, data privacy and security, data mining, data warehousing, big data analytics, cloud computing, natural language processing, swarm intelligence, speech processing, machine learning and deep learning, and intelligent applications and systems. Helping strengthen the links between academia and industry, the book offers a valuable resource for instructors, students, industry practitioners, engineers, managers, researchers, and scientists alike.

Administrative Assistant II

Administrative Assistant II
Author: National Learning Corporation
Publisher:
Total Pages: 0
Release: 2016
Genre: Administrative assistants
ISBN: 9780837318493

The Administrative Assistant II Passbook(R) prepares you for your test by allowing you to take practice exams in the subjects you need to study. It provides hundreds of questions and answers in the areas that will likely be covered on your upcoming exam, including but not limited to: office management; supervision; preparing written material; understanding and interpreting written material; and other related areas.

Insects of the Los Angeles Basin

Insects of the Los Angeles Basin
Author: Charles Leonard Hogue
Publisher: University of Washington Press
Total Pages: 0
Release: 1993
Genre: Insects
ISBN: 9780938644323

"Southern California is home not only to the country's second largest metropolitan center but to an estimated 3,000 to 4,000 different kinds of insects. Insects of the Los Angeles Basin provides an introduction to more than 400 of the most conspicuous or curious of these invertebrate animals and to about 70 spiders, mites and ticks, and related forms. With color photographs or drawings of all but a few species, the text describes the size and most striking physical characteristics of adults and immature stages and gives information on locomotion and behavior, offensive and defensive maneuvers, mating rituals, food preferences, nests and traps, and noises and scents. The specific habitat and general geographic range of each insect are included, as are lore and superstition regarding some notorious species." "The author, Dr. Charles L. Hogue, has answered the questions that he was most often asked in his position as Curator of Entomology at the Natural History Museum of Los Angeles County. The result is a highly readable text with an emphasis on the effects that insects have on the people who encounter them."--BOOK JACKET.Title Summary field provided by Blackwell North America, Inc. All Rights Reserved

Praxis Manned Spaceflight Log 1961-2006

Praxis Manned Spaceflight Log 1961-2006
Author: Tim Furniss
Publisher: Springer Science & Business Media
Total Pages: 856
Release: 2007-08-17
Genre: Science
ISBN: 0387739807

This flagship work charts a complete chronological log of orbital manned spaceflight. Included are the X-15 "astroflights" of the 1960s, and the two 1961 Mercury and Redstone missions which were non-orbital. There is an image depicting each manned spaceflight, and data boxes containing brief biographies of all the space travelers. The main text is a narrative of each mission, its highlights and accomplishments, including the strange facts and humorous stories connected to every mission. The resulting book is a handy reference to all manned spaceflights, the names of astronauts and cosmonauts who flew on each mission, their roles and accomplishments.

Dynamics of Technological Change

Dynamics of Technological Change
Author: Girifalco
Publisher: Springer Science & Business Media
Total Pages: 541
Release: 2012-12-06
Genre: Business & Economics
ISBN: 1468465090

Technology is not an end in itself, but a way of satisfying human wants. It shows us how to solve the age-old economic problem of surviving and pros pering in a hard world. But to optimize the benefits of technological advance requires an understanding of how it happens. The purpose of this book is to provide some of that understanding. The subject is so enormous and so intertwined with every human activity that a small selection of it, and that from a special viewpoint, is inevitable. The selection of subject matter has been, of course, conditioned by what interests me and is somewhat heterogeneous. However, it is connected by two major themes. The first is that it emphasizes the dynamic nature of technology, in the sense that it must be approached as a process evolving in time that can often be described in quantitative terms. The second is that I have chosen topics that I believe are essential for a strategic sense of how to plan for, execute, and respond to technological change. These two themes complement each other because the strategic sense requires an appreciation of the dynamics and the dynamics naturally lead to a consideration of how to deal with technology so that it can be used to achieve human objectives. The unifying thought behind the book is that technological change has a systemic as well as an idiosyncratic aspect.

Distributed Propulsion Technology

Distributed Propulsion Technology
Author: Amir S. Gohardani
Publisher: Nova Science Publishers
Total Pages: 0
Release: 2014
Genre: Airplanes
ISBN: 9781629485881

Distributed propulsion technology is one of the revolutionary candidates for future aircraft propulsion. In this book, which serves as the very first reference book on distributed propulsion technology, the potential role of distributed propulsion technology in future aviation is investigated. Following a historical journey that revisits distributed propulsion technology in unmanned air vehicles, commercial aircrafts, and military aircrafts, features of this specific technology are highlighted in synergy with an electric aircraft concept and a first-of-its-kind comparison between commercial and military aircrafts employing distributed propulsion arrangements. In light of propulsionairframe integration and complementary technologies, such as boundary layer ingestion, thrust vectoring and circulation control, transpired opportunities and challenges are addressed in addition to a number of identified research directions proposed for future aircrafts. Moreover, a diverse set of distributed propulsion arrangements are considered. These include: small engines, gas-driven multi-fan architectures, turboelectric systems featuring superconductive and non-superconducting electrical machine technology, and electromagnetic fans. This book features contributions by the National Aeronautics and Space Administration (NASA) and the United States Air Force (USAF), and includes the first proposed official definition for distributed propulsion technology in subsonic fixed wing aircrafts.