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The elements of statistical learning : data mining, inference, and prediction / Trevor Hastie, Robert Tibshirani, Jerome Friedman.

by Hastie, Trevor | Tibshirani, Robert | Friedman, J. H. (Jerome H.).

Series: Springer series in statisticsEdition: 2nd ed.Material type: Text Text; Format: print ; Literary form: Not fiction Publication details: New York, NY : Springer, c2009Availability: Items available for loan: Library (3)Call number: 519-2009, ... Items available for reference: Library: Not for loan (1)Call number: 519-2009. Not available: Checked out (2).
Numerical algorithms: methods for computer vision, machine learning, and graphics

by Solomon, Justin.

Material type: Text Text; Format: print ; Literary form: Not fiction Language: English Publication details: Boca Raton CRC Press, Taylor & Francis Group 2015Availability: Items available for loan: Library (5)Call number: 005-2015, ... Items available for reference: Books at groups: Not for loan (1).
Reinforcement learning: an introduction

by Sutton, Richard S | Barto, Andrew G [Author].

Series: Adaptive computation and machine learning | A Bradford bookEdition: [Nachdr.]Material type: Text Text; Format: print ; Literary form: Not fiction Language: English Publication details: Cambridge, Mass. [u.a.] MIT Press [20]10Online access: table of contents Availability: Items available for loan: Library (2)Call number: 006-199x, ... Not available: Checked out (2).
Deep learning Ian Goodfellow, Yoshua Bengio and Aaron Courville

by Goodfellow, Ian [author] | Bengio, Yoshua [author] | Courville, Aaron [author].

Series: Adaptive computation and machine learning seriesMaterial type: Text Text; Format: print ; Literary form: Not fiction Language: English Publisher: Cambridge, Massachusetts London, Engeland MIT Press [2016]Availability: Items available for loan: Library (1)Call number: 006-2016. Items available for reference: Books at groups: Not for loan (1). Not available: Checked out (2). Lost (1).
Hands-on machine learning with Scikit-Learn and TensorFlow concepts, tools, and techniques to build intelligent systems Aurélien Géron

by Géron, Aurélien [author].

Edition: First editionMaterial type: Text Text; Format: print ; Literary form: Not fiction Language: English Publisher: Beijing Boston Farnham Sebastopol Tokyo O'Reilly March 2017Online access: table of contents Availability: Items available for loan: Library (7)Call number: 006-2017, ... Not available: Lost (1).
Cloud computing for machine learning and cognitive applications Kai Hwang

by Hwang, Kai [author].

Material type: Text Text; Format: print ; Literary form: Not fiction Language: English Publisher: Cambridge, Massachusetts London The MIT Press [2017]Availability: Items available for loan: Library (1)Call number: 004-2017.
TensorFlow for deep learning from linear regression to reinforcement learning Bharath Ramsundar and Reza Bosagh Zadeh

by Ramsundar, Bharath [author] | Bosagh Zadeh, Reza [author].

Edition: First editionMaterial type: Text Text; Format: print ; Literary form: Not fiction Language: English Publisher: Beijing Boston Farnham Sebastopol Tokyo O'Reilly March 2018Availability: Items available for loan: Library (1)Call number: 006-2018.
Pattern recognition and machine learning / Christopher M. Bishop.

by Bishop, Christopher M.

Series: Information science and statisticsMaterial type: Text Text; Format: print ; Literary form: Not fiction Publication details: New York : Springer, 2006Online access: publisher description | table of contents only Availability: Items available for loan: Library (1)Call number: 006-2006.
Hands-on machine learning with Scikit-Learn and TensorFlow : concepts, tools, and techniques to build intelligent systems / Aurélien Géron.

by Géron, Aurélien [author.].

Edition: First edition.Material type: Text Text; Format: print ; Literary form: Not fiction Publisher: Beijing : O'Reilly, 2017Availability: Items available for loan: Library (2)Call number: 006-2017, ...
Understanding machine learning: from theory to algorithms Shai Shalev-Shwartz (The Hebrew University, Jerusalem), Shai Ben-David (University of Waterloo, Canada)

by Shalev-Shwartz, Shai [author] | Ben-David, Shai [author].

Material type: Text Text; Format: print ; Literary form: Not fiction Language: English Publisher: Cambridge New York, NY; Port Melbourne Delhi Singapore Cambrige University Press [2014]Online access: statement of content | table of contents Availability: Items available for loan: Library (1)Call number: 006-2014. Items available for reference: Books at groups: Not for loan (1). Library: Not for loan (1)Call number: 006-2014. Not available: Checked out (3). Lost (4).
Neural networks and deep learning a textbook Charu C. Aggarwal

by Aggarwal, Charu C [author].

Material type: Text Text; Format: print ; Literary form: Not fiction Language: English Publisher number: 86942283978-3-319-94462-3Publisher: Cham Springer [2018]Online access: content text Availability: Not available: Checked out (1).
Tensor Network Contractions : Methods and Applications to Quantum Many-Body Systems / Shi-Ju Ran, Emanuele Tirrito, Cheng Peng, Xi Chen, Luca Tagliacozzo, Gang Su, Maciej Lewenstein.

by Ran, Shi-Ju | Tirrito, Emanuele | Peng, Cheng | Chen, Xi | Tagliacozzo, Luca | Su, Gang | Lewenstein, Maciej.

Series: Lecture notes in physics ; v. 964.Material type: Text Text; Format: available online remote; Literary form: Not fiction Publisher: Cham : Springer, 2020Online access: Click here to access online Availability: Items available for loan: e-Library (1).
Grammatical inference : 4th international colloquium, ICGI-98, Ames, Iowa, USA, July 12-14, 1998 : proceedings / Vasant Honavar, Giora Slutzki (eds.).

by Honavar, Vasant | Slutzki, Giora | International Colloquium on Grammatical Inference (4th : 1998 : Ames, Iowa).

Series: Serienbezeichnung | Lecture notes in computer science ; 1433. | Lecture notes in computer science. Lecture notes in artificial intelligence.Material type: Text Text; Format: print ; Literary form: Not fiction Publication details: Berlin ; New York : Springer, ©1998Other title: ICGI-98, grammatical inference.Online access: Click here to access online Availability: Items available for loan: e-Library (1).
Simulated evolution and learning : Second Asia-Pacific Conference on Simulated Evolution and Learning, SEAL '98, Canberra, Australia, November 24-27, 1998 : selected papers / Bob McKay [and others] (eds.).

by SEAL (Conference) (2nd : 1998 : Canberra, A.C.T.) | McKay, Bob.

Series: Serienbezeichnung | Lecture notes in computer science ; 1585. | Lecture notes in computer science. Lecture notes in artificial intelligence.Material type: Text Text; Format: available online remote; Literary form: Not fiction Publication details: Berlin ; New York : Springer, ©1999Online access: Click here to access online Availability: Items available for loan: e-Library (1).
Algorithmic learning theory : 10th International Conference, ALT'99, Tokyo, Japan, December 6-8, 1999 : proceedings / Osamu Watanabe, Takashi Yokomori, eds.

by ALT'99 (1999 : Tokyo, Japan) | Watanabe, Osamu, 1958- | Yokomori, Takashi.

Series: Serienbezeichnung | Lecture notes in computer science ; 1720. | Lecture notes in computer science. Lecture notes in artificial intelligence.Material type: Text Text; Format: available online remote; Literary form: Not fiction Publication details: Berlin ; New York : Springer, ©1999Online access: Click here to access online Availability: Items available for loan: e-Library (1).
Learning classifier systems : from foundations to applications / Pier Luca Lanzi, Wolfgang Stolzmann, Stewart W. Wilson (eds.).

by Lanzi, Pier Luca, 1967- | Stolzmann, Wolfgang, 1966- | Wilson, Stewart W, 1937-.

Series: Serienbezeichnung | Lecture notes in computer science ; 1813. | Lecture notes in computer science. Lecture notes in artificial intelligence.Material type: Text Text; Format: available online remote; Literary form: Not fiction Publication details: Berlin ; New York : Springer, ©2000Online access: Click here to access online Availability: Items available for loan: e-Library (1).
Machine learning : ECML 2001 : 12th European Conference on Machine Learning, Freiburg, Germany, September 5-7, 2001 : proceedings / Luc De Raedt, Peter Flach, eds.

by European Conference on Machine Learning (12th : 2001 : Freiburg, Germany) | Raedt, Luc de, 1964- | Flach, Peter, 1956-.

Series: Serienbezeichnung | Lecture notes in computer science ; 2167. | Lecture notes in computer science. Lecture notes in artificial intelligence.Material type: Text Text; Format: available online remote; Literary form: Not fiction Publication details: Berlin ; New York : Springer-Verlag, ©2001Online access: Click here to access online Availability: Items available for loan: e-Library (1).
Machine learning and its applications : advanced lectures / Georgios Paliouras, Vangelis Karkaletsis, Constantine D. Spyropoulos (eds.).

by Paliouras, Georgios, 1970- | Karkaletsis, Vangelis, 1966- | Spyropoulos, Constantine D, 1951-.

Series: Serienbezeichnung | Lecture notes in computer science ; 2049. | Lecture notes in computer science. Lecture notes in artificial intelligence.Material type: Text Text; Format: available online remote; Literary form: Not fiction Publication details: Berlin ; New York : Springer, ©2001Online access: Click here to access online Availability: Items available for loan: e-Library (1).
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