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Gerald J. Sussman; Harold Abelson:Structure and Interpretation of Computer Programs
- Taschenbuch 1996, ISBN: 9780262011532
Gebundene Ausgabe
Paperback / softback. New. <p>This book discusses the principles and practical applications of data science, addressing key topics including data wrangling, statistics, machine lea… Mehr…
Paperback / softback. New. <p>This book discusses the principles and practical applications of data science, addressing key topics including data wrangling, statistics, machine learning, data visualization, natural language processing and time series analysis. Detailed investigations of techniques used in the implementation of recommendation engines and the proper selection of metrics for distance-based analysis are also covered.</p><p>Utilizing numerous comprehensive code examples, figures, and tables to help clarify and illuminate essential data science topics, the authors provide an extensive treatment and analysis of real-world questions, focusing especially on the task of determining and assessing answers to these questions as expeditiously and precisely as possible. This book addresses the challenges related to uncovering the actionable insights in âbig data,â leveraging database and data collection tools such as web scraping and text identification.</p><p>This book is organized as 11 chapters, structured as independent treatments of the following crucial data science topics:</p><p></p><ul><li>Data gathering and acquisition techniques including data creation</li><li>Managing, transforming, and organizing data to ultimately package the information into an accessible format ready for analysis</li><li>Fundamentals of descriptive statistics intended to summarize and aggregate data into a few concise but meaningful measurements</li><li>Inferential statistics that allow us to infer (or generalize) trends about the larger population based only on the sample portion collected and recorded</li><li>Metrics that measure some quantity such as distance, similarity, or error and which are especially useful when comparing one or more data observations</li><li>Recommendation engines representing a set of algorithms designed to predict (or recommend) a particular product, service, or other item of interest a user or customer wishes to buy or utilize in some manner</li><li>Machine learning implementations and associated algorithms, comprising<b> </b>core data science technologies with many practical applications, especially predictive analytics<br /></li><li>Natural Language Processing, which expedites the parsing and comprehension of written and spoken language in an effective and accurate manner</li><li>Time series analysis, techniques to examine and generate forecasts about the progress and evolution of data over time</li></ul><p></p><p>Data science provides the methodology and tools to accurately interpret an increasing volume of incoming information in order to discern patterns, evaluate trends, and make the right decisions. The results of data science analysis provide real world answers to real world questions. Professionals working on data science and business intelligence projects as well as advanced-level students and researchers focused on data science, computer science, business and mathematics programs will benefit from this book. </p><p></p><br /><br />, 6, MIT Press, 1996. Hardcover. Acceptable. Readable copy. Pages may have considerable notes/highlighting. ~ ThriftBooks: Read More, Spend Less.Dust jacket quality is not guaranteed., MIT Press, 1996, 2.5<
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Abelson, Harold; Sussman, Gerald Jay:Structure and Interpretation of Computer Programs - 2nd Edition (MIT Electrical Engineering and Computer Science)
- gebunden oder broschiert ISBN: 9780262011532
New. This is a book on deterministic and stochastic Growth Theory and the computational methods needed to produce numerical solutions. Exogenous and endogenous growth models are thorough… Mehr…
New. This is a book on deterministic and stochastic Growth Theory and the computational methods needed to produce numerical solutions. Exogenous and endogenous growth models are thoroughly reviewed. Special attention is paid to the use of these models for fiscal and monetary policy analysis. Modern Business Cycle Theory, the New Keynesian Macroeconomics, the class of Dynamic Stochastic General Equilibrium models, can be all considered as special cases of models of economic growth, and they can be analyzed by the theoretical and numerical procedures provided in the textbook. Analytical discussions are presented in full detail. The book is self contained and it is designed so that the student advances in the theoretical and the computational issues in parallel. EXCEL and Matlab files are provided on an accompanying website (see Preface to the Second Edition) to illustrate theoretical results as well as to simulate the effects of economic policy interventions. The structure of these program files is described in "Numerical exercise"-type of sections, where the output of these programs is also interpreted. The second edition corrects a few typographical errors and improves some notation., 6, Hardback. New. Recently, technological progress and the rise of DNA barcoding efforts have led to a significant increase in the availability of molecular datasets on intraspecific variability. Carcinologists and other organismal biologists, who want to use molecular tools to investigate patterns on the scale of populations, face a bewildering variety of genetic markers, analytical methods, and computer programs from which to choose. A modern overview of population genetic and phylogeographic studies, Phylogeography and Population Genetics in Crustacea offers insights to guide research on intraspecific genetic variation in crustaceans. Combining theory and case studies of current best practices, the book helps researchers select methods of analysis and interpret their results. The theoretical chapters discuss the potential of currently used and upcoming molecular markers in the context of marine non-model species. They also gather practical tips and address the effect of seldom-discussed sources of error, such as spatial and temporal variation, stochasticity, and choice of statistical parameters. Case studies of marine and limnic crustaceans from around the world highlight the importance and diversity of sources of population structure in intraspecific variation. Written by an international team of 46 leading experts, the book showcases the use and analysis of molecular markers, including mitochondrial and nuclear DNA sequence data, coding and non-coding sequences, microsatellites, and cytogenetics. It gives researchers and students a valuable summary of current knowledge on the processes that shape genetic variability and geographic distribution patterns in space and time., 6, The MIT Press, 1996-07-25. Hardcover. New. New. In shrink wrap. Looks like an interesting title!, The MIT Press, 1996-07-25, 6<
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Abelson, Harold; Sussman, Gerald Jay:Structure and Interpretation of Computer Programs - 2nd Edition (MIT Electrical Engineering and Computer Science)
- gebunden oder broschiert ISBN: 9780262011532
Hardback. New. Structure your workload with this comprehensive guide to the role and responsibilities of library technicians!More than basic instructions on how to do library classificat… Mehr…
Hardback. New. Structure your workload with this comprehensive guide to the role and responsibilities of library technicians!More than basic instructions on how to do library classification, this classic work is a how-to handbook covering all aspects of a library technician's job. Cataloging and Classification for Library Technicians, Second Edition, gives step-by-step instructions for all aspects of cataloging and classification of library materials (book and non-book), emphasizing copy cataloging but also discussing original cataloging. Because much has changed in the library field since the first edition of this valuable resource was published in 1995, each chapter has been revised and updated, and an entire new chapter has been added to discuss computer cataloging in the MARC format and cataloging of Internet materials. Cataloging and Classification for Library Technicians, Second Edition, interprets and explains cataloging rules and how they should be applied. Kao describes library organization and personnel patterns to illustrate the relationship between library technicians and other library staff. Library technicians will find many helpful features in Cataloging and Classification for Library Technicians, Second Edition, including: definitions of relevant terminology review questions to focus learning a list of suggested readings routines and responsibilities of library technicians issues and trends in library cataloging and classification detailed tables and figures to enable easier learning many convenient Web addresses for up-to-date information Cataloging and Classification for Library Technicians, Second Edition, is an ideal text to use in programs for library technical assistants and a handy reference for practicing library technicians., 6, The MIT Press, 1996-07-25. Hardcover. New. New. In shrink wrap. Looks like an interesting title!, The MIT Press, 1996-07-25, 6<
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Sussman, Gerald J., Abelson, Harold:Structure and Interpretation of Computer Programs
- gebrauchtes Buch ISBN: 9780262011532
New. The Distinguished Dissertation series is published on behalf of the Conference of Professors and Heads of Computing and The British Computer Society, who annually select the best Br… Mehr…
New. The Distinguished Dissertation series is published on behalf of the Conference of Professors and Heads of Computing and The British Computer Society, who annually select the best British PhD dissertations in computer science for publication. The dissertations are selected on behalf of the CPHC by a panel of eight academics. Each dissertation chosen makes a noteworthy contribution to the subject and reaches a high standard of exposition, placing all results clearly in the context of computer science as a whole. In this way computer scientists with significantly different interests are able to grasp the essentials - or even find a means of entry - to an unfamiliar research topic. This book develops a theory of game semantics, a recently discovered setting for modelling and reasoning about sequential programming languages, suitable for interpreting higher-order functional languages with rich type structure, and applies it to constr uct a fully abstract model of the metalanguage FPC., 6, MIT Press. Used - Good. Former library book; may include library markings. Used book that is in clean, average condition without any missing pages., MIT Press, 2.5<
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Abelson, Harold:Structure and Interpretation of Computer Programs - 2nd Edition (MIT Electrical Engineering and Computer Science)
- gebrauchtes Buch 2010, ISBN: 9780262011532
UsedVeryGood. Text block firm and clean, binding unblemished, boards straight, without highlights or underlining. Very clean, nearly like new. Previous owners name on text block edge, ot… Mehr…
UsedVeryGood. Text block firm and clean, binding unblemished, boards straight, without highlights or underlining. Very clean, nearly like new. Previous owners name on text block edge, otherwise new. Well packaged and promptly shipped from California. Partnered with Friends of the Library since 2010., 0<
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