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Record Nr. |
UNINA9910254816703321 |
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Autore |
Skiena Steven S |
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Titolo |
The Data Science Design Manual / / by Steven S. Skiena |
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Pubbl/distr/stampa |
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Cham : , : Springer International Publishing : , : Imprint : Springer, , 2017 |
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ISBN |
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Edizione |
[1st ed. 2017.] |
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Descrizione fisica |
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1 online resource (XVII, 445 p. 180 illus., 137 illus. in color.) |
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Collana |
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Texts in Computer Science, , 1868-095X |
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Disciplina |
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Soggetti |
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Data mining |
Pattern recognition systems |
Quantitative research |
Information visualization |
Mathematical statistics - Data processing |
Data Mining and Knowledge Discovery |
Automated Pattern Recognition |
Data Analysis and Big Data |
Data and Information Visualization |
Statistics and Computing |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Nota di contenuto |
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What is Data Science? -- Mathematical Preliminaries -- Data Munging -- Scores and Rankings -- Statistical Analysis -- Visualizing Data -- Mathematical Models -- Linear Algebra -- Linear and Logistic Regression -- Distance and Network Methods -- Machine Learning -- Big Data: Achieving Scale. |
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Sommario/riassunto |
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This engaging and clearly written textbook/reference provides a must-have introduction to the rapidly emerging interdisciplinary field of data science. It focuses on the principles fundamental to becoming a good data scientist and the key skills needed to build systems for collecting, analyzing, and interpreting data. The Data Science Design Manual is a source of practical insights that highlights what really matters in analyzing data, and provides an intuitive understanding of how these core concepts can be used. The book does not emphasize any |
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particular programming language or suite of data-analysis tools, focusing instead on high-level discussion of important design principles. This easy-to-read text ideally serves the needs of undergraduate and early graduate students embarking on an “Introduction to Data Science” course. It reveals how this discipline sits at the intersection of statistics, computer science, and machine learning, with a distinct heft and character of its own. Practitioners in these and related fields will find this book perfect for self-study as well. Additional learning tools: Contains “War Stories,” offering perspectives on how data science applies in the real world Includes “Homework Problems,” providing a wide range of exercises and projects for self-study Provides a complete set of lecture slides and online video lectures at www.data-manual.com Provides “Take-Home Lessons,” emphasizing the big-picture concepts to learn from each chapter Recommends exciting “Kaggle Challenges” from the online platform Kaggle Highlights “False Starts,” revealing the subtle reasons why certain approaches fail Offers examples taken from the data science television show “The Quant Shop” (www.quant-shop.com). |
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2. |
Record Nr. |
UNINA9910367578303321 |
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Autore |
Fisher Irving |
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Titolo |
Die Kaufkraft des Geldes : Ihre Bestimmung und ihre Beziehung zu Kredit, Zins und Krisen / / Irving Fisher; St. Bauer |
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Pubbl/distr/stampa |
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De Gruyter, 1916 |
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Berlin ; ; Boston : , : De Gruyter, , [2019] |
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Georg Andreas Reimer Verlag, , [1916] |
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©1916 |
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ISBN |
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Edizione |
[Reprint 2019] |
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Descrizione fisica |
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1 online resource (435 p.) : Zahlr. Abb. u. Tab |
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Altri autori (Persone) |
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Soggetti |
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Geldtheorie |
Kaufkraft |
BUSINESS & ECONOMICS / Economics / General |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Note generali |
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Description based upon print version of record. |
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Nota di contenuto |
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Frontmatter -- Vorwort zur deutschen Ausgabe -- Ratschläge für die Leser -- Inhaltsverzeichnis -- Analytisches Inhaltsverzeichnis -- I. Kapitel. Begriffsbestimmungen -- II. Kapitel. Beziehungen der Kaufkraft des Geldes zur Verkehrsgleichung -- III. Kapitel. Einfluß der Depositenumlaufsmittel auf die Gleichung und infolgedessen auf die Kaufkraft -- IV. Kapitel. Störung der Gleichung und der Kaufkraft in Perioden des Übergangs -- V. Kapitel. Indirekte Einflüsse auf die Kaufkraft -- VI. Kapitel. Indirekte Einwirkungen (Fortsetzung) -- VII. Kapitel. Einwirkung der Geldsysteme auf die Kaufkraft -- VIII. Kapitel. Einwirkung der Geldquantität und anderer Faktoren auf die Kaufkraft und ihre Wechselwirkung -- IX. Kapitel. Die Zerstreuung der Preise macht eine Indexnummer für die Kaufkraft erforderlich -- X. Kapitel. Die besten Indexnummern der Kaufkraft -- XI. Kapitel. Statistischer Nachweis. Allgemeiner historischer Rückblick -- XII. Kapitel. Statistiken der letzten Jahre -- XIII. Kapitel. Das Problem, die Kaufkraft stabiler zu gestalten -- Anhang -- Anhang zum II. Kapitel -- Anhang zum III. Kapitel -- Anhang zum V. Kapitel -- Anhang zum VI. Kapitel -- Anhang zum VII. Kapitel -- Anhang zum VIII. Kapitel -- Anhang zum X. Kapitel -- Anhang zum XII. Kapitel -- Nachtrag zur zweiten (amerikanischen) Auflage -- Anhang zur zweiten (amerikanischen) Auflage über die "Wertstabilisierung des Dollars" -- Personen- und Sachregister |
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Sommario/riassunto |
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To celebrate the 270th anniversary of the De Gruyter publishing house, the company is providing permanent open access to 270 selected treasures from the De Gruyter Book Archive. Titles will be made available to anyone, anywhere at any time that might be interested. The DGBA project seeks to digitize the entire backlist of titles published since 1749 to ensure that future generations have digital access to the high-quality primary sources that De Gruyter has published over the centuries. |
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