Data Analysis for Scientists and Engineers

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Publisher : Princeton University Press
ISBN 13 : 0691169926
Total Pages : 408 pages
Book Rating : 4.6/5 (911 download)

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Book Synopsis Data Analysis for Scientists and Engineers by : Edward L. Robinson

Download or read book Data Analysis for Scientists and Engineers written by Edward L. Robinson and published by Princeton University Press. This book was released on 2016-10-04 with total page 408 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data Analysis for Scientists and Engineers is a modern, graduate-level text on data analysis techniques for physical science and engineering students as well as working scientists and engineers. Edward Robinson emphasizes the principles behind various techniques so that practitioners can adapt them to their own problems, or develop new techniques when necessary. Robinson divides the book into three sections. The first section covers basic concepts in probability and includes a chapter on Monte Carlo methods with an extended discussion of Markov chain Monte Carlo sampling. The second section introduces statistics and then develops tools for fitting models to data, comparing and contrasting techniques from both frequentist and Bayesian perspectives. The final section is devoted to methods for analyzing sequences of data, such as correlation functions, periodograms, and image reconstruction. While it goes beyond elementary statistics, the text is self-contained and accessible to readers from a wide variety of backgrounds. Specialized mathematical topics are included in an appendix. Based on a graduate course on data analysis that the author has taught for many years, and couched in the looser, workaday language of scientists and engineers who wrestle directly with data, this book is ideal for courses on data analysis and a valuable resource for students, instructors, and practitioners in the physical sciences and engineering. In-depth discussion of data analysis for scientists and engineers Coverage of both frequentist and Bayesian approaches to data analysis Extensive look at analysis techniques for time-series data and images Detailed exploration of linear and nonlinear modeling of data Emphasis on error analysis Instructor's manual (available only to professors)

Guide to NSF Science and Engineering Resources Data

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Publisher :
ISBN 13 :
Total Pages : 48 pages
Book Rating : 4.:/5 (332 download)

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Book Synopsis Guide to NSF Science and Engineering Resources Data by : Carolyn F. Shettle

Download or read book Guide to NSF Science and Engineering Resources Data written by Carolyn F. Shettle and published by . This book was released on 1995 with total page 48 pages. Available in PDF, EPUB and Kindle. Book excerpt:

A Guide to NSF Science/engineering Resources Data

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Author :
Publisher :
ISBN 13 :
Total Pages : 136 pages
Book Rating : 4.:/5 (319 download)

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Book Synopsis A Guide to NSF Science/engineering Resources Data by : National Science Foundation (U.S.). Division of Science Resources Studies

Download or read book A Guide to NSF Science/engineering Resources Data written by National Science Foundation (U.S.). Division of Science Resources Studies and published by . This book was released on 1984 with total page 136 pages. Available in PDF, EPUB and Kindle. Book excerpt:

A Guide to Microsoft Excel 2007 for Scientists and Engineers

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Publisher :
ISBN 13 :
Total Pages : 326 pages
Book Rating : 4.:/5 (14 download)

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Book Synopsis A Guide to Microsoft Excel 2007 for Scientists and Engineers by : Bernard V. Liengme

Download or read book A Guide to Microsoft Excel 2007 for Scientists and Engineers written by Bernard V. Liengme and published by . This book was released on 2009 with total page 326 pages. Available in PDF, EPUB and Kindle. Book excerpt: Completely updated guide for scientists, engineers and students who want to use Microsoft Excel 2007 to its full potential. Electronic spreadsheet analysis has become part of the everyday work of researchers in all areas of engineering and science. Microsoft Excel, as the industry standard spreadsheet, has a range of scientific functions that can be utilized for the modeling, analysis and presentation of quantitative data. This text provides a straightforward guide to using these functions of Microsoft Excel, guiding the reader from basic principles through to more complicated areas such as formulae, charts, curve-fitting, equation solving, integration, macros, statistical functions, and presenting quantitative data.

Data Science with Java

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Publisher : "O'Reilly Media, Inc."
ISBN 13 : 1491934069
Total Pages : 241 pages
Book Rating : 4.4/5 (919 download)

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Book Synopsis Data Science with Java by : Michael R. Brzustowicz, PhD

Download or read book Data Science with Java written by Michael R. Brzustowicz, PhD and published by "O'Reilly Media, Inc.". This book was released on 2017-06-06 with total page 241 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data Science is booming thanks to R and Python, but Java brings the robustness, convenience, and ability to scale critical to today’s data science applications. With this practical book, Java software engineers looking to add data science skills will take a logical journey through the data science pipeline. Author Michael Brzustowicz explains the basic math theory behind each step of the data science process, as well as how to apply these concepts with Java. You’ll learn the critical roles that data IO, linear algebra, statistics, data operations, learning and prediction, and Hadoop MapReduce play in the process. Throughout this book, you’ll find code examples you can use in your applications. Examine methods for obtaining, cleaning, and arranging data into its purest form Understand the matrix structure that your data should take Learn basic concepts for testing the origin and validity of data Transform your data into stable and usable numerical values Understand supervised and unsupervised learning algorithms, and methods for evaluating their success Get up and running with MapReduce, using customized components suitable for data science algorithms

Data User Guide to the National Science Foundation's Academic Science and Engineering Statistics Survey Data Tapes

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Author :
Publisher :
ISBN 13 :
Total Pages : 128 pages
Book Rating : 4.F/5 ( download)

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Book Synopsis Data User Guide to the National Science Foundation's Academic Science and Engineering Statistics Survey Data Tapes by : National Science Foundation (U.S.). Division of Science Resources Studies. Surveys & Analysis Section

Download or read book Data User Guide to the National Science Foundation's Academic Science and Engineering Statistics Survey Data Tapes written by National Science Foundation (U.S.). Division of Science Resources Studies. Surveys & Analysis Section and published by . This book was released on 1987 with total page 128 pages. Available in PDF, EPUB and Kindle. Book excerpt:

A Guide to NSF Science/engineering Resources Data

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Author :
Publisher :
ISBN 13 :
Total Pages : 285 pages
Book Rating : 4.:/5 (122 download)

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Book Synopsis A Guide to NSF Science/engineering Resources Data by :

Download or read book A Guide to NSF Science/engineering Resources Data written by and published by . This book was released on 1987 with total page 285 pages. Available in PDF, EPUB and Kindle. Book excerpt:

A Guide to NSF Science/engineering Resources Data

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Author :
Publisher :
ISBN 13 :
Total Pages : 136 pages
Book Rating : 4.:/5 (31 download)

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Book Synopsis A Guide to NSF Science/engineering Resources Data by : National Science Foundation (U.S.). Division of Science Resources Studies

Download or read book A Guide to NSF Science/engineering Resources Data written by National Science Foundation (U.S.). Division of Science Resources Studies and published by . This book was released on 1984 with total page 136 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Visual Strategies

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Publisher : Yale University Press
ISBN 13 : 0300176449
Total Pages : 161 pages
Book Rating : 4.3/5 (1 download)

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Book Synopsis Visual Strategies by : Felice Frankel

Download or read book Visual Strategies written by Felice Frankel and published by Yale University Press. This book was released on 2012-01-01 with total page 161 pages. Available in PDF, EPUB and Kindle. Book excerpt: Helps scientists and engineers to communicate research results by showing how to create effective graphics for use in journal submissions, grant proposals, conference posters, presentations and more.

The MIT Guide to Science and Engineering Communication, second edition

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Publisher : MIT Press
ISBN 13 : 0262265524
Total Pages : 335 pages
Book Rating : 4.2/5 (622 download)

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Book Synopsis The MIT Guide to Science and Engineering Communication, second edition by : James Paradis

Download or read book The MIT Guide to Science and Engineering Communication, second edition written by James Paradis and published by MIT Press. This book was released on 2002-06-21 with total page 335 pages. Available in PDF, EPUB and Kindle. Book excerpt: A second edition of a popular guide to scientific and technical communication, updated to reflect recent changes in computer technology. This guide covers the basics of scientific and engineering communication, including defining an audience, working with collaborators, searching the literature, organizing and drafting documents, developing graphics, and documenting sources. The documents covered include memos, letters, proposals, progress reports, other types of reports, journal articles, oral presentations, instructions, and CVs and resumes. Throughout, the authors provide realistic examples from actual documents and situations. The materials, drawn from the authors' experience teaching scientific and technical communication, bridge the gap between the university novice and the seasoned professional. In the five years since the first edition was published, communication practices have been transformed by computer technology. Today, most correspondence is transmitted electronically, proposals are submitted online, reports are distributed to clients through intranets, journal articles are written for electronic transmission, and conference presentations are posted on the Web. Every chapter of the book reflects these changes. The second edition also includes a compact Handbook of Style and Usage that provides guidelines for sentence and paragraph structure, punctuation, and usage and presents many examples of strategies for improved style.

Careers in Science and Engineering

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Publisher : National Academies Press
ISBN 13 : 030917581X
Total Pages : 158 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Careers in Science and Engineering by : National Academy of Engineering

Download or read book Careers in Science and Engineering written by National Academy of Engineering and published by National Academies Press. This book was released on 1996-03-28 with total page 158 pages. Available in PDF, EPUB and Kindle. Book excerpt: As science and technology advance, the needs of employers change, and these changes continually reshape the job market for scientists and engineers. Such shifts present challenges for students as they struggle to make well-informed education and career choices. Careers in Science and Engineering offers guidance to students on planning careersâ€"particularly careers in nonacademic settingsâ€"and acquiring the education necessary to attain career goals. This booklet is designed for graduate science and engineering students currently in or soon to graduate from a university, as well as undergraduates in their third or fourth year of study who are deciding whether or not to pursue graduate education. The content has been reviewed by a number of student focus groups and an advisory committee that included students and representatives of several disciplinary societies. Careers in Science and Engineering offers advice on not only surviving but also enjoying a science- or engineering-related education and careerâ€"how to find out about possible careers to pursue, choose a graduate school, select a research project, work with advisers, balance breadth against specialization, obtain funding, evaluate postdoctoral appointments, build skills, and more. Throughout, Careers in Science and Engineering lists resources and suggests people to interview in order to gather the information and insights needed to make good education and career choices. The booklet also offers profiles of science and engineering professionals in a variety of careers. Careers in Science and Engineering will be important to undergraduate and graduate students who have decided to pursue a career in science and engineering or related areas. It will also be of interest to faculty, counselors, and education administrators.

Perspectives on Data Science for Software Engineering

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Author :
Publisher : Morgan Kaufmann
ISBN 13 : 0128042613
Total Pages : 410 pages
Book Rating : 4.1/5 (28 download)

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Book Synopsis Perspectives on Data Science for Software Engineering by : Tim Menzies

Download or read book Perspectives on Data Science for Software Engineering written by Tim Menzies and published by Morgan Kaufmann. This book was released on 2016-07-14 with total page 410 pages. Available in PDF, EPUB and Kindle. Book excerpt: Perspectives on Data Science for Software Engineering presents the best practices of seasoned data miners in software engineering. The idea for this book was created during the 2014 conference at Dagstuhl, an invitation-only gathering of leading computer scientists who meet to identify and discuss cutting-edge informatics topics. At the 2014 conference, the concept of how to transfer the knowledge of experts from seasoned software engineers and data scientists to newcomers in the field highlighted many discussions. While there are many books covering data mining and software engineering basics, they present only the fundamentals and lack the perspective that comes from real-world experience. This book offers unique insights into the wisdom of the community's leaders gathered to share hard-won lessons from the trenches. Ideas are presented in digestible chapters designed to be applicable across many domains. Topics included cover data collection, data sharing, data mining, and how to utilize these techniques in successful software projects. Newcomers to software engineering data science will learn the tips and tricks of the trade, while more experienced data scientists will benefit from war stories that show what traps to avoid. - Presents the wisdom of community experts, derived from a summit on software analytics - Provides contributed chapters that share discrete ideas and technique from the trenches - Covers top areas of concern, including mining security and social data, data visualization, and cloud-based data - Presented in clear chapters designed to be applicable across many domains

A Scientist's and Engineer's Guide to Workstations and Supercomputers

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Publisher : Wiley-Interscience
ISBN 13 : 9780471532712
Total Pages : 416 pages
Book Rating : 4.5/5 (327 download)

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Book Synopsis A Scientist's and Engineer's Guide to Workstations and Supercomputers by : Rubin H. Landau

Download or read book A Scientist's and Engineer's Guide to Workstations and Supercomputers written by Rubin H. Landau and published by Wiley-Interscience. This book was released on 1992-12-25 with total page 416 pages. Available in PDF, EPUB and Kindle. Book excerpt: A scientist’s and engineer’s guide to Workstations and Supercomputers Crack the Unix code and put its power to work for you. If you’re seeking such clear-cut guidance, your search will end with the first Unix survival manual designed specifically for practicing scientists and engineers like you. Avoiding the narrower concerns and complicated jargon of computer science, this guide shows you how to master the complexities of accomplishing computer projects—from start to finish—predominantly under a Unix operating system. With the help of clarifying examples and tutorials, you’ll learn how to write and organize files and programs as well as run, debug, and visualize the results of scientific programs on workstations and supercomputers. At the same time, you’ll discover how to complete these projects while working on other systems and on other versions of Unix. This user-friendly guide offers you the basics on Unix commands and on setting up and using workstations, and goes on to simplify the once-daunting tasks of transferring files between workstations and adjusting X Windows. You’ll also gain a solid grasp of more advanced Unix tools, such as its sophisticated editing, filing, and debugging capabilities, and of programming computers with differing architectures. Complete with accompanying computer disk packed with practice programs and data files, this book will increase your creativity, productivity, and effectiveness on the job by demonstrating how you can quickly learn to wield one of your most formidable tools—the Unix system. Covers all major versions of Unix and systems from major hardware vendors, including: System V, BSD, IBM’s AIX, SUNOS, HP-UX, Unicos.

Data User Guide to the National Science Foundation Academic Science/Engineering Statistics Survey Data Tapes

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Author :
Publisher :
ISBN 13 :
Total Pages : 41 pages
Book Rating : 4.:/5 (14 download)

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Book Synopsis Data User Guide to the National Science Foundation Academic Science/Engineering Statistics Survey Data Tapes by :

Download or read book Data User Guide to the National Science Foundation Academic Science/Engineering Statistics Survey Data Tapes written by and published by . This book was released on 1983 with total page 41 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Database Systems in Science and Engineering

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Publisher : CRC Press
ISBN 13 : 9780750300483
Total Pages : 312 pages
Book Rating : 4.3/5 (4 download)

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Book Synopsis Database Systems in Science and Engineering by : J.R Rumble

Download or read book Database Systems in Science and Engineering written by J.R Rumble and published by CRC Press. This book was released on 1990-01-01 with total page 312 pages. Available in PDF, EPUB and Kindle. Book excerpt: Computerized databases provide a powerful everyday tool for data handling by scientists and engineers. However, the unique nature of many technical tasks requires a specialized approach to make use of the many powerful commercial database tools now available. Using these tools has proved difficult because database technology is often shrouded in layers of jargon. An essential guide for scientists and engineers who use computers to avoid drowning in a flood of data, Database Systems in Science and Engineering dispels the myths associated with database design and breaks the barriers to successful databases. Using the language of scientists and engineers, this book explains concepts and problems, offers practical steps and solutions, and provides new ideas for better data handling. The first part of the book presents an overview of technical databases using examples taken from real applications and the current state of technical databases. The second part covers the computer implementation of technical databases, including examples and the necessary computer science theory to form a sound background. The authors confront the many difficulties that arise in the design and implementation of a realistic database and offer solutions to these challenges. Before beginning any database project, scientists and engineers should read this book to understand how to make every database project successful through careful planning, good design, and efficient use of database tools.

Crafting Your Research Future

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Publisher : Springer Nature
ISBN 13 : 303179351X
Total Pages : 154 pages
Book Rating : 4.0/5 (317 download)

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Book Synopsis Crafting Your Research Future by : Charles Ling

Download or read book Crafting Your Research Future written by Charles Ling and published by Springer Nature. This book was released on 2022-05-31 with total page 154 pages. Available in PDF, EPUB and Kindle. Book excerpt: What is it like to be a researcher or a scientist? For young people, including graduate students and junior faculty members in universities, how can they identify good ideas for research? How do they conduct solid research to verify and realize their new ideas? How can they formulate their ideas and research results into high-quality articles, and publish them in highly competitive journals and conferences? What are effective ways to supervise graduate students so that they can establish themselves quickly in their research careers? In this book, Ling and Yang answer these questions in a step-by-step manner with specific and concrete examples from their first-hand research experience. Table of Contents: Acknowledgments / Preface / Basics of Research / Goals of Ph.D. Research / Getting Started: Finding New Ideas and Organizing Your Plans / Conducting Solid Research / Writing and Publishing Papers / Misconceptions and Tips for Paper Writing / Writing and Defending a Ph.D. Thesis / Life After Ph.D. / Summary / References / Author Biographies

Science/engineering Resources Data

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Author :
Publisher :
ISBN 13 :
Total Pages : 285 pages
Book Rating : 4.:/5 (46 download)

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Book Synopsis Science/engineering Resources Data by :

Download or read book Science/engineering Resources Data written by and published by . This book was released on 1987 with total page 285 pages. Available in PDF, EPUB and Kindle. Book excerpt: