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  • Books  (12)
  • Berlin [u.a.] : Springer  (10)
  • Berlin, Heidelberg : Springer  (1)
  • Amsterdam ; Boston : Elsevier
  • Berlin ; Heidelberg : Springer
  • Leningrad : Gidrometeoizdat
  • München : Beck
  • Obninsk : VNIIGMI-MCD
  • Ottawa : Geological Survey of Canada
  • Paris : IEA Publications
  • Wabern : Federal Office of Topography, Swiss Geological Survey
  • 2015-2019  (2)
  • 2000-2004  (8)
  • 1985-1989  (2)
  • Mathematics  (8)
  • Petrology, Petrography  (4)
  • GFZ Library  (12)
  • PIK Library
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  • Books  (12)
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  • GFZ Library  (12)
  • PIK Library
  • 1
    Call number: M 19.92645
    Description / Table of Contents: Sie möchten endlich wissen, was sich hinter Schlagworten wie „Data Science“ und „Machine Learning“ eigentlich verbirgt - und was man alles damit anstellen kann? Auf allzu viel Mathematik würden Sie dabei aber gern verzichten? Dann sind Sie hier genau richtig: Dieses Buch bietet einen kompakten Einblick in die wichtigsten Schlüsselkonzepte der Datenwissenschaft und ihrer Algorithmen - und zwar ohne Sie mit mathematischen Formeln und Details zu belasten! Der Fokus liegt - nach einer übergeordneten Einführung - auf Anwendungen des maschinellen Lernens zur Mustererkennung und Vorhersage von Ergebnissen: In jedem Kapitel wird ein Algorithmus erläutert und mit einem leicht verständlichen, realen Anwendungsbeispiel verknüpft. Die Kombination aus intuitiven Erklärungen und zahlreichen Abbildungen ermöglicht dabei ein grundlegendes Verständnis, das ohne mathematische Formelsprache auskommt. Abschließend werden auch die Grenzen und Nachteile der betrachteten Algorithmen explizit aufgezeigt. Das Buch beschreibt die Schlüsselalgorithmen der Datenwissenschaften bildlich und eingängig. Eine nützliche Einführung für Anfänger, ein guter Überblick für Geschäftsleute, die mit Analysten zusammenarbeiten, oder einfach ein anregendes Lesevergnügen für alle, die wissen wollen, was mit ihren Daten geschieht. Dr. David Stillwell, stellvertretender Direktor des Psychometrics Centre an der University of Cambridge Dank der exzellent veranschaulichten Konzepte konnten unsere Studenten aus den nicht-technischen Fächern die abstrakten Ideen des maschinellen Lernens ganz intuitiv verstehen. Ethan Chan, Big-Data-Dozent, Stanford University
    Type of Medium: Monograph available for loan
    Pages: XXI, 179 Seiten , 11 Abbildungen
    ISBN: 978-3-662-56775-3
    Classification:
    Mathematics
    Language: German
    Note: Das Wichtigste in Kürze … -- k-Means-Clustering -- Hauptkomponentenanalyse -- Assoziationsanalyse -- Soziale Netzwerkanalyse -- Regressionsanalyse -- k-nächste Nachbarn und Ausreißererkennung -- Support-Vektor-Maschine -- Entscheidungsbaum -- Random Forests -- Neuronale Netze -- A/B-Tests und vielarmige Banditen -- Anhang
    Branch Library: GFZ Library
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  • 2
    Monograph available for loan
    Monograph available for loan
    Berlin [u.a.] : Springer
    Call number: 15/M 15.89255
    Description / Table of Contents: This comprehensive textbook presents an overview of petroleum geoscience for geologists active in the petroleum industry, while also offering a useful guide for students interested in environmental geology, engineering geology and other aspects of sedimentary geology. In this second edition, new chapters have been added and others expanded, covering geophysical methods in general and electromagnetic exploration methods in particular, as well as reservoir modeling and production, unconventional resources and practical petroleum exploration
    Type of Medium: Monograph available for loan
    Pages: XIII, 662 S.
    Edition: 2. ed.
    ISBN: 9783642341311
    Classification:
    Petrology, Petrography
    Language: English
    Note: Introduction to Petroleum Geology Introduction to Sedimentology -- Sedimentary Geochemistry -- Sandstones and Sandstone Reservoirs -- Carbonate Sediments -- Mudrocks, Shales, Silica Deposits and Evaporites -- Stratigraphy -- Sequence Stratigraphy, Seismic Stratigraphy -- Heat Transport in Sedimentary Basins -- Subsurface Water and Fluid Flow in Sedimentary Basins -- Introduction to Geomechanics: Stress and Strain in Sedimentary Basins -- The Structure and Hydrocarbon Traps of Sedimentary Basins -- Compaction of Sedimentary Rocks Including Shales, Sandstones and Carbonates -- Source Rocks and Petroleum Geochemistry -- Petroleum Migration -- Well Logging: Principles, Applications and Uncertainties -- Seismic Exploration -- Explorational Rock Physics - The Link Between Geological Processes and Geophysical Observables -- 4D Seismic -- Interpretation of Marine CSEM - and Marine MT Data for Hydrocarbon Prospecting -- Production Geology -- Introduction to Reservoir Modelling -- Unconventional Hydrocarbons. Oil Shales, Heavy Oil, Tar Sand, Shale Gas, Shale Oil and Gas Hydrates -- Carbon Capture and Storage (CCS) -- Geology of the Norwegian Continental Shelf -- Exploration Strategy..
    Location: Reading room
    Branch Library: GFZ Library
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  • 3
    Monograph available for loan
    Monograph available for loan
    Berlin [u.a.] : Springer
    Call number: 19/M 04.0195
    Description / Table of Contents: Contents: Arithmetics.- Functions.- Geometry.- Linear Algebra.- Algebra and Discrete Mathematics.- Differentiation.-Infinite Series.- Integral Calculus.- Differential Equations.- Calculus of Variations.- Linear Integral Equations.- Functional Analysis.- Vector Analysis and Vector Fields.- Functional Theory.- Integral Transformations.- Probability Theory and Mathematical Statistics.- Dynamical Systems and Chaos.- Optimization.- Numerical Analysis.- Computer Algebra Systems.
    Type of Medium: Monograph available for loan
    Pages: XLII, 1153 S.
    Edition: 4th ed.
    ISBN: 354062130X
    Classification:
    Mathematics
    Location: Reading room
    Branch Library: GFZ Library
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  • 4
    Series available for loan
    Series available for loan
    München : Beck
    Associated volumes
    Call number: S 99.0038(573)
    In: Deutsche Geodätische Kommission bei der Bayerischen Akademie der Wissenschaften
    Type of Medium: Series available for loan
    Pages: 105 S. , graph. Darst.
    ISBN: 3769650123
    Series Statement: Deutsche Geodätische Kommission bei der Bayerischen Akademie der Wissenschaften : Reihe C, Dissertationen 573
    Classification:
    Mathematics
    Note: Zugl.: München, Techn. Univ., Diss., 2003
    Location: Lower compact magazine
    Branch Library: GFZ Library
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  • 5
    Call number: 16/M 04.0255
    Description / Table of Contents: The book unifies classical continuum mechanics and turbulence modeling, i.e. the same fundamental concepts are used to derive model equations for material behaviour and turbulence closure and complements these with methods of dimensional analysis. The intention is to equip the reader with the ability to understand the complex nonlinear modeling in material behaviour and turbulence closure as well as to derive or invent his own models. Examples are mostly taken from environmental physics and geophysics.
    Type of Medium: Monograph available for loan
    Pages: XV, 635 S. , Ill
    ISBN: 3540206191
    Series Statement: Physics and astronomy online library
    Classification:
    Mathematics
    Location: Upper compact magazine
    Branch Library: GFZ Library
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  • 6
    Monograph available for loan
    Monograph available for loan
    Berlin [u.a.] : Springer
    Call number: 9/M 04.0546
    Description / Table of Contents: Volcanic eruptions are the clear and dramatic expression of dynamic processes in planet Earth. The author explains in a concise and easy to understand manner the basics and most recent findings in the field. Based on over 300 color figures and the model of plate tectonics, the book offers insight into the generation of magmas and the occurrence and origin of volcanoes. The analysis and description of volcanic structures is followed by process oriented chapters discussing the role of magmatic gases as well as explosive mechanisms and sedimentation of volcanic material. The final chapters deal with the forecast of eruptions and their influence on climate.
    Type of Medium: Monograph available for loan
    Pages: X, 324 S. , Ill., graph. Darst., Kt.
    ISBN: 3540436502
    Classification:
    Petrology, Petrography
    Location: Reading room
    Branch Library: GFZ Library
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  • 7
    Call number: 19/M 03.0289
    In: Lecture notes in mathematics
    Type of Medium: Monograph available for loan
    Pages: viii, 183 S.
    ISBN: 3540440062
    Series Statement: Lecture notes in mathematics 1792
    Classification:
    Mathematics
    Location: Lower compact magazine
    Branch Library: GFZ Library
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  • 8
    Monograph available for loan
    Monograph available for loan
    Berlin [u.a.] : Springer
    Call number: M 03.0497
    Type of Medium: Monograph available for loan
    Pages: IX, 272 S.
    ISBN: 3540434526
    Classification:
    Mathematics
    Location: Upper compact magazine
    Branch Library: GFZ Library
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  • 9
    Monograph available for loan
    Monograph available for loan
    Berlin [u.a.] : Springer
    Call number: 19/M 03.0290
    Type of Medium: Monograph available for loan
    Pages: 256 S. + 1 Beil.
    ISBN: 3540422021
    Classification:
    Mathematics
    Location: Reading room
    Branch Library: GFZ Library
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  • 10
    Monograph available for loan
    Monograph available for loan
    Berlin [u.a.] : Springer
    Call number: 10/M 04.0469
    Type of Medium: Monograph available for loan
    Pages: XV, 341 S. , graph. Darst.
    Edition: 7th, completely rev. and updated ed.
    ISBN: 3540431306
    Classification:
    Petrology, Petrography
    Location: Reading room
    Branch Library: GFZ Library
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  • 11
    Monograph available for loan
    Monograph available for loan
    Berlin [u.a.] : Springer
    Associated volumes
    Call number: M 92.0756
    In: Springer series in physical environment
    Type of Medium: Monograph available for loan
    Pages: XII, 288 S. : Abb.
    ISBN: 3540188398
    Series Statement: Springer series in physical environment 4
    Classification:
    Petrology, Petrography
    Language: English
    Location: Upper compact magazine
    Branch Library: GFZ Library
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  • 12
    Monograph available for loan
    Monograph available for loan
    Berlin [u.a.] : Springer
    Call number: 19/M 07.0312
    Type of Medium: Monograph available for loan
    Pages: XV, 411 S. , graph. Darst.
    Edition: 2nd ed.
    ISBN: 3540165142 , 0-387-16514-2
    Series Statement: Topics in current physics 7
    Classification:
    Mathematics
    Location: Reading room
    Branch Library: GFZ Library
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