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1.
An Introduction To Computational Learning Theory by
Material type: Text Text
Publication details: Cambridge MIT Press 1994
Availability: Items available for loan: IGIDR (1)Call number: 006.3/KEA.

2.
Genetic algorithms in search, optimization and machine leari by
Material type: Text Text
Publication details: Reading Addison Wesley 1989
Availability: Items available for loan: IGIDR (1)Call number: 006.31/GOL.

3.
Induction: processes of inference, learning and discovery by Series: Computational models of cognition and perception
Material type: Text Text
Publication details: Cambridge MIT Pr 1989
Availability: Items available for loan: IGIDR (1)Call number: 153/HOL.

4.
The computational complexity of machine learning by Series: ACM distingusihed dissertations
Material type: Text Text
Publication details: Massachussetts MIT Pr 1990
Availability: Items available for loan: IGIDR (1)Call number: 006.3/KEA.

5.
Learning from data: Concepts, theory, and methods by Series: Adaptive and learning systems for signal processing, communication, and control
Material type: Text Text
Publication details: New York John Wiley 1998
Availability: Items available for loan: IGIDR (1)Call number: 006.31/CHE.

6.
Learning and generalization: With application to neural netw by Series: Communications and control engineering
Material type: Text Text
Publication details: London Springer-Verlag 2003
Availability: Items available for loan: IGIDR (1)Call number: 006.31/VID.

7.
Learning with Kernels: Support vector machines, regularizati by
Material type: Text Text
Publication details: Cambridge MIT Pr 2002
Availability: Items available for loan: IGIDR (1)Call number: 006.31/SCH.

8.
Advances in Bayesian networks by Series: Studies in fuzziness and soft computing
Material type: Text Text
Publication details: Berlin Springer-Verlag 2004
Availability: Items available for loan: IGIDR (1)Call number: 519.542/GAM.

9.
Bayesian networks and Decision graphs. Ed. by Finn V. Jensen by Series: Information science and statistics
Edition: 2nd ed
Material type: Text Text
Publication details: Berlin Springer-Verlag 2007
Availability: Items available for loan: IGIDR (1)Call number: 519.542/JEN.

10.
Data mining with decision trees: Theory and applications by Series: Series in machine perception and artificial intelligence
Material type: Text Text
Publication details: Singapore World Scientific 2015
Availability: Items available for loan: IGIDR (1)Call number: 006.31/ROK.

11.
Perturbations, optimization, and statistics / Ed. by Tamir Hazan, George Papandreou and Daniel Tarlow. by Series: Neural information processing series
Material type: Text Text; Format: print ; Literary form: Not fiction
Publication details: Cambridge : MIT Pr, 2016
Availability: Items available for loan: IGIDR (1)Call number: 519.3 HAZ.

12.
Deep learning / 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: Cambridge MIT Pr 2016
Availability: Items available for loan: IGIDR (1)Call number: 006.31 GOO.

13.
Elements of causal inference : Foundations and learning algorithms / Jonas Peters, Dominik Janzing and Bernhard Scholkopf by Series: Adaptive computation and machine learning
Material type: Text Text; Format: print ; Literary form: Not fiction
Publication details: Cambridge MIT Pr 2017
Availability: Items available for loan: IGIDR (1)Call number: 006.31 PET.

14.
Artificial intelligence : A Guide for thinking humans / Melanie Mitchell by
Publication details: London Pelican 2019
Availability: Items available for loan: IGIDR (1)Call number: 006.3 MIT.

15.
Data mining and machine learning : Fundamental concepts and algorithms / by Series: Data mining and analysis
Edition: 2nd
Publication details: New Delhi Cambridge Uni Pr 2020
Availability: Items available for loan: IGIDR (1)Call number: 006.31 ZAK.

16.
The Big nine : How the tech titans and their thinking machines could warp humanity / Amy Webb by
Publication details: New York PublicAffairs 2019
Availability: Items available for loan: IGIDR (1)Call number: 006.3 WEB.

17.
Deep learning with R / Abhijit Ghatak by
Publication details: Singapore Springer-Varlag 2019
Availability: Items available for loan: IGIDR (1)Call number: 006.31 GHA.

18.
Machine learning in finance : From theory to practice / Matthew F. Dixon, Igor Halperin and Paul Bilokon by
Publication details: Cham Springer-Verlag 2020
Availability: Items available for loan: IGIDR (1)Call number: 330.015195 DIX.

19.
A Machine learning based pairs trading investment strategy / Simao Moraes Sarmento and Nuno Horta by Series: Springer briefs in applied sciences and technology
Publication details: Cham Springer-Verlag 2021
Availability: Items available for loan: IGIDR (1)Call number: 006.31 SAR.

20.
Machine learning in asset pricing / Stefan Nagel by
Publication details: Princeton Princeton Uni Pr 2021
Availability: Items available for loan: IGIDR (1)Call number: 332.632220285631 NAG.

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