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1.
Machine Learning by Tom M. Mitchell. by Series: McGraw-Hill series in computer science
Material type: Text Text; Format: print ; Literary form: Not fiction
Publication details: New Delhi McGraw-Hill c1997
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Availability: Items available for loan: S. R. Ranganathan Learning Hub (2)Call number: 006.31 M695M, ... Items available for reference: S. R. Ranganathan Learning Hub: Not For Loan (1)Call number: 006.31 M695M. Not available: S. R. Ranganathan Learning Hub: Checked out (8).
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2.
Pattern recognition and machine learning Christopher M. Bishop. by Series: Information science and statistics
Material type: Text Text; Format: print ; Literary form: Not fiction
Publication details: New York Springer 2006
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3.
Introduction to machine learning Ethem Alpaydın. by Series: Adaptive computation and machine learning | Adaptive computation and machine learning
Edition: 2nd ed.
Material type: Text Text; Format: print ; Literary form: Not fiction
Publication details: Cambridge, Mass. MIT Press c2010
Availability: Items available for loan: S. R. Ranganathan Learning Hub (6)Call number: 006.31 Al74M, ... Items available for reference: S. R. Ranganathan Learning Hub: Not For Loan (2)Call number: 006.31 Al74M, ... Not available: S. R. Ranganathan Learning Hub: Checked out (7).
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4.
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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5.
Mahout in action by Sean Owen ... [et al.]. by
Material type: Text Text; Format: print ; Literary form: Not fiction
Publication details: Shelter Island, New York Manning c2012
Availability: Items available for loan: S. R. Ranganathan Learning Hub (2)Call number: 006.31 Ow2M, ...
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6.
Machine learning a probabilistic perspective Kevin P. Murphy. by Series: Adaptive computation and machine learning series
Material type: Text Text; Format: print ; Literary form: Not fiction
Publication details: Cambridge, MA MIT Press c2012
Availability: Items available for loan: S. R. Ranganathan Learning Hub (1)Call number: 006.31 M954M. Not available: S. R. Ranganathan Learning Hub: Checked out (1).
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7.
Kernel Methods for Pattern Analysis by John Shawe-Taylor, Nello Cristianini. by
Material type: Text Text; Format: print ; Literary form: Not fiction
Publication details: Cambridge, UK New York Cambridge University Press 2004
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8.
Machine Learning The art and science of algorithms that make sense of data by Peter Flach. by
Material type: Text Text; Format: print ; Literary form: Not fiction
Publication details: Cambridge Cambridge University Press 2012
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9.
Deep Learning by Ian Goodfellow, Yoshua Bengio and Aaron Courville. by Series: Adaptive computation and machine learning
Material type: Text Text; Format: print ; Literary form: Not fiction
Publication details: Massachusetts The MIT Press 2016
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10.
Understanding Machine Learning From theory to algorithms by Shai Shalev-Shwartz and Shai Ben-David by
Material type: Text Text; Format: print ; Literary form: Not fiction
Publication details: New Delhi Cambridge University Press 2014
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11.
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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12.
Linear Algebra and Learning from Data by Gilbert Strang by
Material type: Text Text; Format: print ; Literary form: Not fiction
Publication details: Cambridge Wellesley Cambridge 2019
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13.
Machine Learning : A Probabilistic Perspective / by Kevin P. Murphy. [Electronic Resource] by
Material type: Computer file Computer file; Format: electronic
Publication details: Cambridge, Mass : The MIT Press, 2012
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Availability: Items available for loan: S. R. Ranganathan Learning Hub (1)Call number: 006.31 M954M.
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14.
An Introduction to Support Vector Machines and Other Kernel - Based Learning Methods / by Cristianini Nello and Shawe-Taylor John. [Electronic Resource] by
Material type: Computer file Computer file; Format: electronic
Publication details: Cambridge : Cambridge University Press, 2000
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Availability: Items available for loan: S. R. Ranganathan Learning Hub (1)Call number: 006.31 N329I.
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15.
Machine Learning with R : Expert Techniques for Predictive Modeling / by Brett Lantz. [Electronic Resource] by
Edition: 3rd Ed.
Material type: Computer file Computer file; Format: electronic
Publication details: Birmingham, UK : Packt Publishing, 2019
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Availability: Items available for loan: S. R. Ranganathan Learning Hub (1)Call number: 005.8 L296M.
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16.
Kernel Methods for Pattern Analysis / by J. Shawe-Taylor and N. Cristianini. [Electronic Resource] by
Material type: Computer file Computer file; Format: electronic
Publication details: Cambridge : Cambridge University Press, 2004
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Availability: Items available for loan: S. R. Ranganathan Learning Hub (1)Call number: 006.31 Sh28K.
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17.
Scaling Up Machine Learning : Parallel and Distributed Approaches / edited by R. Bekkerman and others. [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 B398S.
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18.
Probabilistic Reasoning in Multiagent Systems : A Graphical Models Approach / by Yang Xiang. [Electronic Resource] by
Material type: Computer file Computer file; Format: electronic
Publication details: Cambridge : Cambridge University Press, 2002
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Availability: Items available for loan: S. R. Ranganathan Learning Hub (1)Call number: 006.3 Xi4P.
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19.
Algorithmic Aspects of Machine Learning / by Ankur Moitra. [Electronic Resource] by
Material type: Computer file Computer file; Format: electronic
Publication details: Cambridge : Cambridge University Press, 2018
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Availability: Items available for loan: S. R. Ranganathan Learning Hub (1)Call number: 006.310 151 81 M729A.
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20.
Understanding Machine Learning : From Theory to Algorithms / by Shai Shalev-Shwartz and Shai Ben-David. [Electronic Resource] by
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: 006.31 Sh93U.
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21.
Kernel Methods and Machine Learning / by S. Y. Kung. [Electronic Resource] by
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: 006.310 151 252 K962K.
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22.
Pattern Recognition and Neural Networks / by Brian D. Ripley. [Electronic Resource] by
Material type: Computer file Computer file; Format: electronic
Publication details: Cambridge : Cambridge University Press, 1996
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23.
Neural Network Learning : Theoretical Foundations / by M. Anthony and P. L. Bartlett. [Electronic Resource] by
Material type: Computer file Computer file; Format: electronic
Publication details: Cambridge : Cambridge University Press, 1999
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Availability: Items available for loan: S. R. Ranganathan Learning Hub (1)Call number: 006.32 An86N.
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24.
Bayesian reasoning and machine learning by David Barber. by
Material type: Text Text
Publication details: New Delhi Cambridge University Press 2011
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25.
Digital Twin - Fundamental Concepts to Applications in Advanced Manufacturing [electronic resource] / by Surjya Kanta Pal, Debasish Mishra, Arpan Pal, Samik Dutta, Debashish Chakravarty, Srikanta Pal. by
Edition: 1st ed. 2022.
Material type: Computer file Computer file; Format: electronic
Publication details: Cham : Springer International Publishing : Imprint: Springer, 2022
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Availability: Items available for loan: S. R. Ranganathan Learning Hub (1)Call number: 670.
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26.
AI 2041 : Ten Visions for our Future by Kai-Fu Lee and Qiufan, Chen by
Material type: Text Text
Publication details: UK : WH Allen ,2021
Availability: Items available for loan: S. R. Ranganathan Learning Hub (1)Call number: 006.3 L510A.
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27.
Machine Learning and Artificial Intelligence by Ameet V Joshi. [electronic resource] by
Edition: 2nd ed. 2023.
Material type: Computer file Computer file; Format: electronic available online remote
Publication details: Cham Springer International Publishing 2023
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28.
Concise Guide to Quantum Machine Learning by Davide Pastorello. [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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29.
Green, Pervasive, and Cloud Computing edited by Chen Yu, Jiehan Zhou, Xianhua Song, Zeguang Lu. [electronic resource] by
Edition: 1st ed. 2023.
Material type: Computer file Computer file; Format: electronic available online remote
Publication details: Cham Springer International Publishing 2023
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30.
Biomedical and Computational Biology edited by Shiping Wen, Cihui Yang. [electronic resource] by
Edition: 1st ed. 2023.
Material type: Computer file Computer file; Format: electronic available online remote
Publication details: Cham Springer International Publishing 2023
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