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1.
Principles of data mining David Hand, Heikki Mannila, Padhraic Smyth. by
Material type: Text Text; Literary form: Not fiction
Publication details: New Delhi PHI Learning Private Ltd. 2001
Availability: Items available for loan: S. R. Ranganathan Learning Hub (1)Call number: 006.321 H19P.
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2.
The elements of statistical learning data mining, inference, and prediction by Trevor Hastie, Robert Tibshirani and Jerome Friedman. by Series: Springer series in statistics
Edition: 2nd ed.
Material type: Text Text; Format: print ; Literary form: Not fiction
Publication details: New York, NY Springer c2009
Availability: Items available for loan: S. R. Ranganathan Learning Hub (4)Call number: 006.31 H279E, ...
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3.
A General Introduction to Data Analytics by Joao Mendes Moreira, Andre C. P. L. F. de Carvalho, Tomas Horvath. by
Material type: Text Text; Format: print ; Literary form: Not fiction
Publication details: Hoboken, NJ John Wiley & Sons; 2019
Availability: Items available for loan: S. R. Ranganathan Learning Hub (7)Call number: 519.502 85 M813G, ... Items available for reference: S. R. Ranganathan Learning Hub: Not For Loan (1)Call number: 519.502 85 M813G. Not available: S. R. Ranganathan Learning Hub: Checked out (2).
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4.
R for Data Science Import, tidy, transform, visualize, and model data by Hadley Wickham and Garrett Grolemund. by
Edition: First edition.
Material type: Text Text; Format: print ; Literary form: Not fiction
Publication details: Mumbai O'Reilly/ Shroff Publishers; 2017
Availability: Items available for loan: S. R. Ranganathan Learning Hub (4)Call number: 006.312 W631R, ... Items available for reference: S. R. Ranganathan Learning Hub: Not For Loan (1)Call number: 006.312 W631R.
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5.
Data Visualization A practical introduction by Kieran Healy. by
Material type: Text Text; Format: print
Publication details: Princeton Princeton University Press 2018
Online resources:
Availability: Items available for loan: S. R. Ranganathan Learning Hub (3)Call number: 006.312 H349D, ... Items available for reference: S. R. Ranganathan Learning Hub: Not For Loan (1)Call number: 006.312 H349D. Not available: S. R. Ranganathan Learning Hub: Checked out (1).
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6.
An Introduction to Data Science by Jeffrey S. Saltz and Jeffrey M. Stanton by
Material type: Text Text; Format: print ; Literary form: Not fiction
Publication details: Los Angeles Sage Publication 2018
Availability: Items available for loan: S. R. Ranganathan Learning Hub (8)Call number: 006.312 Sa37D, ... Items available for reference: S. R. Ranganathan Learning Hub: Not For Loan (2)Call number: 006.312 Sa37D, ...
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7.
Data Science by John D. Kelleher and Brendan Tierney. by Series: The MIT Press essential knowledge series
Material type: Text Text; Format: print ; Literary form: Not fiction
Publication details: Cambridge, Massachusetts The MIT Press 2018
Availability: Items available for loan: S. R. Ranganathan Learning Hub (7)Call number: 006.312 K28D, ... Items available for reference: S. R. Ranganathan Learning Hub: Not For Loan (2)Call number: 006.312 K28D, ... Not available: S. R. Ranganathan Learning Hub: Checked out (1).
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8.
Big Data The essential guide to work, life and learning in the age of insight by Viktor Mayer-Schonberger and Kenneth Cukier. by
Material type: Text Text; Format: print ; Literary form: Not fiction
Publication details: London John Murray 2014
Availability: Items available for loan: S. R. Ranganathan Learning Hub (4)Call number: 306.46 M452B, ... Items available for reference: S. R. Ranganathan Learning Hub: Not For Loan (1)Call number: 306.46 M452B.
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9.
A General Introduction to Data Analytics / by J. Moreira and others. [Electronic Resource] by
Material type: Computer file Computer file; Format: electronic
Publication details: Hoboken, NJ : Wiley-Interscience , 2018
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Availability: Items available for loan: S. R. Ranganathan Learning Hub (1)Call number: 519.50285 M813G.
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10.
Data Science / by John D. Kelleher and Brendan Tierney. [Electronic Resource] by Series: The MIT Press Essential Knowledge Series
Material type: Computer file Computer file; Format: electronic
Publication details: Cambridge : MIT Press, 2018
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Availability: Items available for loan: S. R. Ranganathan Learning Hub (1)Call number: 006.312 K28D.
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11.
Data Science : Concepts and Practice / by Vijay Kotu and Bala Deshpande. [Electronic Resource] by
Edition: 2nd Ed.
Material type: Computer file Computer file; Format: electronic
Publication details: Massachusetts : Elsevier, 2019
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Availability: Items available for loan: S. R. Ranganathan Learning Hub (1)Call number: 006.312 K849D.
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12.
Mining of Massive Datasets / by J. Leskovec and others. [Electronic Resource] by
Edition: 2nd Ed.
Material type: Computer file Computer file; Format: electronic
Publication details: Cambridge : Cambridge University Press, 2014
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Availability: Items available for loan: S. R. Ranganathan Learning Hub (1)Call number: 006.312 L563M.
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13.
Evaluating Learning Algorithms : A Classification Perspective / by N. Japkowicz and Mohak. Shah. [Electronic Resource] by
Material type: Computer file Computer file; Format: electronic
Publication details: Cambridge : Cambridge University Press, 2011
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Availability: Items available for loan: S. R. Ranganathan Learning Hub (1)Call number: 006.31 J271E.
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14.
Data Mining for the Social Sciences : An Introduction / by Paul Attewell and David Monaghan. [Electronic Resource] by
Material type: Computer file Computer file; Format: electronic
Publication details: Berkeley : University of California Press, 2015
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Availability: Items available for loan: S. R. Ranganathan Learning Hub (1)Call number: 006.312 At82D.
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15.
Community Structure of Complex Networks [electronic resource] / by Hua-Wei Shen. by
Edition: 1st ed. 2013.
Material type: Computer file Computer file; Format: electronic
Publication details: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2013
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Availability: Items available for loan: S. R. Ranganathan Learning Hub (1)Call number: 006.312.
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16.
The Elements of Statistical Learning [electronic resource] : Data Mining, Inference, and Prediction, Second Edition / by Trevor Hastie, Robert Tibshirani, Jerome Friedman. by
Edition: 2nd ed. 2009.
Material type: Computer file Computer file; Format: electronic
Publication details: New York, NY : Springer New York : Imprint: Springer, 2009
Online resources:
Availability: Items available for loan: S. R. Ranganathan Learning Hub (1)Call number: 006.3.
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17.
Apply Data Science edited by Thomas Barton, Christian Müller. [electronic resource] by
Edition: 1st ed. 2023.
Material type: Computer file Computer file; Format: electronic available online remote
Publication details: Wiesbaden Springer Fachmedien Wiesbaden 2023
Online resources:
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18.
Information Retrieval edited by Yi Chang, Xiaofei Zhu. [electronic resource] by
Edition: 1st ed. 2023.
Material type: Computer file Computer file; Format: electronic available online remote
Publication details: Cham Springer Nature Switzerland 2023
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19.
Web and Big Data edited by Bohan Li, Lin Yue, Chuanqi Tao, Xuming Han, Diego Calvanese, Toshiyuki Amagasa. [electronic resource] : by
Edition: 1st ed. 2023.
Material type: Text Text; Format: electronic available online remote; Literary form: Not fiction
Publication details: Cham Springer Nature Switzerland 2023
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20.
Educational Data Science: Essentials, Approaches, and Tendencies edited by Alejandro Peña-Ayala. [electronic resource] : by
Edition: 1st ed. 2023.
Material type: Computer file Computer file; Format: electronic available online remote
Publication details: Singapore Springer Nature Singapore 2023
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21.
Artificial Neural Networks in Pattern Recognition edited by Neamat El Gayar, Edmondo Trentin, Mirco Ravanelli, Hazem Abbas. [electronic resource] : by
Edition: 1st ed. 2023.
Material type: Text Text; Format: electronic available online remote; Literary form: Not fiction
Publication details: Cham Springer International Publishing 2023
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22.
Model and Data Engineering edited by Philippe Fournier-Viger, Ahmed Hassan, Ladjel Bellatreche. [electronic resource] : by
Edition: 1st ed. 2023.
Material type: Text Text; Format: electronic available online remote; Literary form: Not fiction
Publication details: Cham Springer Nature Switzerland 2023
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23.
Urban Informatics Using Mobile Network Data by Santi Phithakkitnukoon. [electronic resource] : by
Edition: 1st ed. 2023.
Material type: Text Text; Format: electronic available online remote; Literary form: Not fiction
Publication details: Singapore Springer Nature Singapore 2023
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24.
Robust Latent Feature Learning for Incomplete Big Data by Di Wu. [electronic resource] / by
Edition: 1st ed. 2023.
Material type: Text Text; Format: electronic available online remote; Literary form: Not fiction
Publication details: Singapore Springer Nature Singapore 2023
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25.
Data Science and Predictive Analytics by Ivo D. Dinov. [electronic resource] : by
Edition: 2nd ed. 2023.
Material type: Text Text; Format: electronic available online remote; Literary form: Not fiction
Publication details: Cham Springer International Publishing 2023
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26.
Chronicles: Formalization of a Temporal Model by Thomas Guyet, Philippe Besnard. [electronic resource] / by
Edition: 1st ed. 2023.
Material type: Text Text; Format: electronic available online remote; Literary form: Not fiction
Publication details: Cham Springer International Publishing 2023
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27.
New Trends in Database and Information Systems edited by Alberto Abelló, Panos Vassiliadis, Oscar Romero, Robert Wrembel, Francesca Bugiotti, Johann Gamper, Genoveva Vargas Solar, Ester Zumpano. [electronic resource] : by
Edition: 1st ed. 2023.
Material type: Text Text; Format: electronic available online remote; Literary form: Not fiction
Publication details: Cham Springer Nature Switzerland 2023
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28.
Business Process Management Forum edited by Chiara Di Francescomarino, Andrea Burattin, Christian Janiesch, Shazia Sadiq. [electronic resource] : by
Edition: 1st ed. 2023.
Material type: Text Text; Format: electronic available online remote; Literary form: Not fiction
Publication details: Cham Springer Nature Switzerland 2023
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29.
Artificial Intelligence and Soft Computing edited by Leszek Rutkowski, Rafał Scherer, Marcin Korytkowski, Witold Pedrycz, Ryszard Tadeusiewicz, Jacek M. Zurada. [electronic resource] : by
Edition: 1st ed. 2023.
Material type: Text Text; Format: electronic available online remote; Literary form: Not fiction
Publication details: Cham Springer International Publishing 2023
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30.
Streaming Linked Data by Riccardo Tommasini, Pieter Bonte, Fabiano Spiga, Emanuele Della Valle. [electronic resource] : by
Edition: 1st ed. 2023.
Material type: Text Text; Format: electronic available online remote; Literary form: Not fiction
Publication details: Cham Springer International Publishing 2023
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