000 02325nam a22003137a 4500
008 230202s2020 |||||||| |||| 00| 0 eng d
020 _a9783030455767
022 _l9783030455767
041 _aeng
082 _a519.50285
_bBER
100 _aBerthold, Michael R.
_9673654
_eAU
245 _aGuide to Intelligent Data Science How to Intelligently Make Use of Real Data
250 _a2nd
260 _aSwitzerland :
_bSpringer,
_cc2020
300 _aXIII, 420 p.
_b: ill
490 _aTexts in Computer Sciencce
500 _aProf. Dr. Michael R. Berthold is Professor for Bioinformatics and Information Mining in the Department of Computer Science at the University of Konstanz, Germany. Prof. Dr. Christian Borgelt is Professor for Data Science in the departments of Mathematics and Computer Sciences at the Paris Lodron University of Salzburg, Austria; he also co-authored the Springer textbook, Computational Intelligence. Prof. Dr. Frank Hoeppner is Professor of Information Engineering in the Department of Computer Science at Ostfalia University of Applied Sciences, Wolfenbuttel, Germany. Prof. Dr. Frank Klawonn is Professor for Data Analysis and Pattern Recognition at the same institution and head of the Biostatistics Group at the Helmholtz Centre for Infection Research, Braunschweig, Germany; he has authored the Springer textbook, Introduction to Computer Graphics. Dr. Rosaria Silipo is a Principal Data Scientist and Head of Evangelism at KNIME AG, Zurich, Switzerland.
504 _aYY
520 _aSummary:Major updates on techniques and subject coverage (including deep learning) are included.Topics and features: guides the reader through the process of data science, following the interdependent steps of project understanding, data understanding, data blending and transformation, modeling, as well as deployment and monitoring;
650 0 _940065
_aMathematical Statistics
650 0 _aArtificial Intelligence
_9151655
650 0 _9112301
_aMathematical Statistics Data Processing
700 _eAU
_aBorgelt, Christian
_9333372
700 _eAU
_aHoppner, Frank
_9673899
700 _eAU
856 _ywebsite
_uhttps://www.worldcat.org/title/1260291723
856 _yTOC
_uhttps://eaklibrary.neduet.edu.pk:8443/catalog/bk/books/toc/9783030455767.pdf
942 _2ddc
_cBOO
999 _c701208
_d701208