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Author: Harlan Harris
Publisher: "O'Reilly Media, Inc."
ISBN: 1449368409
Category : Computers
Languages : en
Pages : 55
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Book Description
Despite the excitement around "data science," "big data," and "analytics," the ambiguity of these terms has led to poor communication between data scientists and organizations seeking their help. In this report, authors Harlan Harris, Sean Murphy, and Marck Vaisman examine their survey of several hundred data science practitioners in mid-2012, when they asked respondents how they viewed their skills, careers, and experiences with prospective employers. The results are striking. Based on the survey data, the authors found that data scientists today can be clustered into four subgroups, each with a different mix of skillsets. Their purpose is to identify a new, more precise vocabulary for data science roles, teams, and career paths. This report describes: Four data scientist clusters: Data Businesspeople, Data Creatives, Data Developers, and Data Researchers Cases in miscommunication between data scientists and organizations looking to hire Why "T-shaped" data scientists have an advantage in breadth and depth of skills How organizations can apply the survey results to identify, train, integrate, team up, and promote data scientists
Author: Harlan Harris
Publisher: "O'Reilly Media, Inc."
ISBN: 1449368409
Category : Computers
Languages : en
Pages : 55
Get Book
Book Description
Despite the excitement around "data science," "big data," and "analytics," the ambiguity of these terms has led to poor communication between data scientists and organizations seeking their help. In this report, authors Harlan Harris, Sean Murphy, and Marck Vaisman examine their survey of several hundred data science practitioners in mid-2012, when they asked respondents how they viewed their skills, careers, and experiences with prospective employers. The results are striking. Based on the survey data, the authors found that data scientists today can be clustered into four subgroups, each with a different mix of skillsets. Their purpose is to identify a new, more precise vocabulary for data science roles, teams, and career paths. This report describes: Four data scientist clusters: Data Businesspeople, Data Creatives, Data Developers, and Data Researchers Cases in miscommunication between data scientists and organizations looking to hire Why "T-shaped" data scientists have an advantage in breadth and depth of skills How organizations can apply the survey results to identify, train, integrate, team up, and promote data scientists
Author: Béla G. Lipták
Publisher: CRC Press
ISBN: 1498727697
Category : Science
Languages : en
Pages : 1333
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Book Description
The Instrument and Automation Engineers’ Handbook (IAEH) is the #1 process automation handbook in the world. Volume two of the Fifth Edition, Analysis and Analyzers, describes the measurement of such analytical properties as composition. Analysis and Analyzers is an invaluable resource that describes the availability, features, capabilities, and selection of analyzers used for determining the quality and compositions of liquid, gas, and solid products in many processing industries. It is the first time that a separate volume is devoted to analyzers in the IAEH. This is because, by converting the handbook into an international one, the coverage of analyzers has almost doubled since the last edition. Analysis and Analyzers: Discusses the advantages and disadvantages of various process analyzer designs Offers application- and method-specific guidance for choosing the best analyzer Provides tables of analyzer capabilities and other practical information at a glance Contains detailed descriptions of domestic and overseas products, their features, capabilities, and suppliers, including suppliers’ web addresses Complete with 82 alphabetized chapters and a thorough index for quick access to specific information, Analysis and Analyzers is a must-have reference for instrument and automation engineers working in the chemical, oil/gas, pharmaceutical, pollution, energy, plastics, paper, wastewater, food, etc. industries. About the eBook The most important new feature of the IAEH, Fifth Edition is its availability as an eBook. The eBook provides the same content as the print edition, with the addition of thousands of web addresses so that readers can reach suppliers or reference books and articles on the hundreds of topics covered in the handbook. This feature includes a complete bidders' list that allows readers to issue their specifications for competitive bids from any or all potential product suppliers.
Author: Xavier Rival
Publisher: MIT Press
ISBN: 0262043416
Category : Computers
Languages : en
Pages : 315
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Book Description
A self-contained introduction to abstract interpretation–based static analysis, an essential resource for students, developers, and users. Static program analysis, or static analysis, aims to discover semantic properties of programs without running them. It plays an important role in all phases of development, including verification of specifications and programs, the synthesis of optimized code, and the refactoring and maintenance of software applications. This book offers a self-contained introduction to static analysis, covering the basics of both theoretical foundations and practical considerations in the use of static analysis tools. By offering a quick and comprehensive introduction for nonspecialists, the book fills a notable gap in the literature, which until now has consisted largely of scientific articles on advanced topics. The text covers the mathematical foundations of static analysis, including semantics, semantic abstraction, and computation of program invariants; more advanced notions and techniques, including techniques for enhancing the cost-accuracy balance of analysis and abstractions for advanced programming features and answering a wide range of semantic questions; and techniques for implementing and using static analysis tools. It begins with background information and an intuitive and informal introduction to the main static analysis principles and techniques. It then formalizes the scientific foundations of program analysis techniques, considers practical aspects of implementation, and presents more advanced applications. The book can be used as a textbook in advanced undergraduate and graduate courses in static analysis and program verification, and as a reference for users, developers, and experts.
Author: Mustafa Celik
Publisher: Springer Science & Business Media
ISBN: 1402070756
Category : Computers
Languages : en
Pages : 316
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Book Description
Describes a variety of interconnect analysis techniques with different efficiency-accuracy tradeoffs. The authors survey very simple delay metrics that can be useful during the synthesis stage of IC design, higher order delay and signal integrity metrics suitable for physical design, and more accurate analysis methods appropriate for the final verification stages of chip design. The Elmore delay, asmptotic waveform evaluation, moment generation, passive reduced-order multiport models are covered. The final two chapters describe how to interface macromodels with circuit simulators and RC models with gate-delay models Annotation copyrighted by Book News, Inc., Portland, OR
Author: Markus Müller-Olm
Publisher: Springer
ISBN: 3319109367
Category : Computers
Languages : en
Pages : 337
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Book Description
This book constitutes the thoroughly refereed proceedings of the 21st International Symposium on Static Analysis, SAS 2014, held in Munich, Germany, in September 2014. The 20 revised full papers were selected from 53 submissions and are presented together with 3 invited talks. The papers address all aspects of static analysis, including abstract interpretation, abstract testing, bug detection, data flow analysis, model checking, program transformation, program verification, security analysis, and type checking.
Author:
Publisher:
ISBN:
Category : Aeronautics
Languages : en
Pages : 412
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Book Description
Author: J. Scott Haugdahl
Publisher: Addison-Wesley Professional
ISBN: 9780201433197
Category : Computers
Languages : en
Pages : 374
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Book Description
This complete, expert guide offers authoritative, real-world information to analyzing and troubleshooting networks. Readers find invaluable "straight-from-the-trenches" tips, diagrams, trace file snapshots--everything they need to keep networks operating at peak performance. A fully searchable CD-ROM contains an extensive library of technical papers and resources.
Author: JoAnn T. Hackos
Publisher: John Wiley & Sons
ISBN:
Category : Computers
Languages : en
Pages : 526
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Book Description
"Hackos and Redish wisely offer us the three things we most need about user and task analysis: practical advice, practical advice, and practical advice." -Ben Shneiderman, University of Maryland "This book is well written, thorough, and loaded with techniques, examples, and resources that bring analysis to everyone." -Marcia L. Conner, Director of Usability & Learnability PeopleSoft, Inc. User and Task Analysis for Interface Design helps you design a great user interface by focusing on the most important step in the process -the first one. You learn to go out and observe your users at work, whether they are employees of your company or people in customer organizations. You learn to find out what your users really need, not by asking them what they want, but by going through a process of understanding what they are trying to accomplish. JoAnn Hackos and Janice (Ginny) Redish, internationally known experts in usable design, take you through a step-by-step process to conduct a user and task analysis. You learn: * How interface designers use user and task analysis to build successful interfaces * Why knowledge of users, their tasks, and their environments is critical to successful design * How to prepare and set up your site visits * How to select and train your user and task analysis team * What observations to make, questions to ask, and questions to avoid * How to record and report what you have learned to your development team members * How to turn the information you've gathered into design ideas * How to create paper prototypes of your interface design * How to conduct usability tests with your prototypes to find out if you're on the right track. This book includes many examples of design successes and challenges for products of every kind.
Author: Manuel Hermenegildo
Publisher: Springer
ISBN: 3540457895
Category : Computers
Languages : en
Pages : 536
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Book Description
This book constitutes the refereed proceedings of the 9th International Static Analysis Symposium, SAS 2002, held in Madrid, Spain in September 2002. The 32 revised full papers presented were carefully reviewed and selected from 86 submissions. The papers are organized in topical sections on theory, data structure analysis, type inference, analysis of numerical problems, implementation, data flow analysis, compiler optimizations, security analyses, abstract model checking, semantics and abstract verification, and termination analysis.
Author: Edward Frederick Miller
Publisher:
ISBN:
Category : Data transmission systems
Languages : en
Pages : 44
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Book Description
