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161.
Genetic Algorithms In Search, Optimization and Machine Learning by David E. Goldberg by
  • Goldberg, David E
Material type: Text Book
Publication details: Noida Pearson Education, Inc. 1989
Availability: Items available for loan: Computer Science and Automation (1)Call number: 006.31 N89 (CSA).

162.
Pattern Recognition and Machine Learning by Christopher M. Bishop by
  • Bishop, Christopher M
Material type: Text Book
Publication details: New Delhi Springer (India) Private Limited 2006
Availability: Items available for loan: Computer Science and Automation (1)Call number: 006.4 P06;3 (CSA).

163.
Machine Learning by Tom M. Mitchell by
  • Mitchell, Tom M
Material type: Text Book
Publication details: New Delhi McGraw Hill Education (India) Pvt. Ltd. 1997
Availability: Items available for loan: Computer Science and Automation (1)Call number: 006.31 N97;3 (CSA).

164.
Pattern Recognition and Machine learning by Christopher M Bishop by
  • Bishop Christopher M
Series: Information Science and Statistics ;
Material type: Text Book
Publication details: New Delhi Springer 2013
Availability: Items available for loan: Computer Science and Automation (1)Call number: 006.31 P13;5 (CSA).

165.
Elements of statistical learning: Data mining, inference, and prediction by Trevor Hastie, Robert Tibshirani and Jerome Friedman by
  • Hastie, Trevor
  • Tibshirani, Robert
  • Friedman, Jerome
Series: Springer Series in Statistics ;
Material type: Text Book
Publication details: London Springer 2001
Availability: Items available for loan: Computer Science and Automation (1)Call number: 006.31 P011;3 (CSA).

166.
Machine Learning: A Probabilistic perspective by
  • Murphy, Kevin P
Series: Adaptive Computation and Machine Learning ;
Material type: Text Book
Publication details: London MIT Press 2012
Availability: Items available for loan: Computer Science and Automation (1)Call number: 006.31 P125;3 (CSA).

167.
Computational trust models and machine learning ed by Xin Liu, Anwitaman Datta and Ee-Peng Lim by
  • Xin, Liu., ed
  • Datta, Anwitaman., ed
  • Lim, Ee-Peng., ed
Series: Chapman &​ Hall/​CRC machine learning &​ pattern recognition series ;
Material type: Text Book
Publication details: Boca Raton CRC Press 2015
Availability: Items available for loan: JRD Tata Memorial Library (1)Call number: 006.31 P155.

168.
Mathematical problems in data science: Theoretical and practical methods by Li M Chen Zhixun Su and Bo Jiang by
  • Chen, Li M,
  • Jiang, Bo
Material type: Text Book
Publication details: New York Springer 2015
Availability: Items available for loan: JRD Tata Memorial Library (1)Call number: 001.42 CHE.

169.
Approximate dynamic programming and reinforcement learning - Algorithms, analysis and an application by Chandrashekar Lakshminarayanan by
  • Chandrashekar, Lakshminarayanan
  • Shalabh Bhatnagar
Material type: Text Book
Publication details: Bangalore IISc 2015
Availability: Items available for reference: JRD Tata Memorial Library: Not for loan (1)Call number: 519.2330285631 P15 (THESIS).

170.
Learning with Kernels: Support vector machines, regulation, optimization and beyond by Bernhard Scholkopf and Alexander J Smola by
  • Scholkopf, Bernhard
  • Smola, Alexander J
Material type: Text Book
Publication details: Cambridge MIT Press 2002
Availability: Items available for loan: Computer Science and Automation (1)Call number: 006.31 P022;1 (CSA).

171.
Design and analysis of consistent algorithms for multiclass learning problems by
  • Ramaswamy, Harish Guruprasad,
  • Shivani Agarwal
Material type: Text Book
Publication details: Bangalore IISc 2015
Availability: Items available for reference: JRD Tata Memorial Library: Not for loan (1)Call number: 006.31 P156 (THESIS).

172.
Bayesian reasoning and machine learning by David Barber by
  • Barber, David
Material type: Text Book
Publication details: Cambridge Cambridge University Press 2012
Availability: Items available for loan: Computer Science and Automation (1)Call number: 006.31 P129 (CSA).

173.
Kernel methods and machine learning by S Y Kung by
  • Kung, S. Y
Material type: Text Book
Publication details: UK Cambridge University Press 2014
Availability: Items available for loan: Computer Science and Automation (1)Call number: 006.310151252 P14;1 (CSA).

174.
Elements of statistical learning: Data Mining, Inference, and Prediction by Trevor Hastie, Robert Tibshirani and Jerome Friedman by
  • Hastie, Trevor
  • Tibshirani, Robert
  • Friedman, Jerome
Series: Springer Series in Statistics ;
Edition: 2nd ed.
Material type: Text Book
Publication details: USA Springer 2009
Availability: Items available for loan: Electrical Communication Engineering (1)Call number: 006.31 P09;6 (ECE).

175.
Gaussian processes for machine learning by Carl Edward Rasmussen and Christopher K I Williams by
  • Rasmussen, Carl Edward
  • Williams, Christopher K. I
Series: Adaptive computation and machine learning ;
Material type: Text Book
Publication details: Cambridge MIT Press 2006
Availability: Items available for loan: Electrical Communication Engineering (1)Call number: 519.2​3 P06 (ECE).

176.
Mathematical problems in data science by Chen, Li M. and Zhixun Su and Bo Jiang by
  • Chen, Li M
  • Su, Zhixun
  • Jiang, Bo
Material type: Text Book
Publication details: New York Springer 2015
Availability: Items available for loan: Computer Science and Automation (1)Call number: 001.42 P15;1 (CSA).

177.
Understanding machine learning : from theory to algorithms by Shai Shalev-Shwartz and Shai Ben-David by
  • Shalev-Shwartz, Shai
  • Be-David, Shai
Material type: Text Book
Publication details: Delhi Cambridge university press 2014
Availability: Items available for loan: Computer Science and Automation (1)Call number: 006.31 P14;1 (CSA).

178.
Bayesian reasoning and machine learning by David Barber by
  • Barber, David
Material type: Text Book
Publication details: Dordrecht Cambridge University Press 2012
Availability: Items available for loan: Computer Science and Automation (1)Call number: 006.31 P129;1 (CSA).

179.
Elements of statistical learning : Data mining, inference and prediction by Trevor Hastie, Robert Tibshirani and Jerome Friedman by
  • Hastie, Trevor
  • Tibshirani, Robert
  • Friedman, Jerome
Series: Springer series in statistics ;
Edition: 2nd ed
Material type: Text Book
Publication details: New York Springer 2009
Availability: Items available for loan: Computer Science and Automation (1)Call number: 006.31 P161 (CSA).

180.
Deep learning by Ian Goodfellow, Yoshua Bengio and Aaron Courville by
  • Goodfellow, Ian
  • Bengio, Yoshua
  • Courville, Aaron
Series: Adaptive computation and machine learning ;
Material type: Text Book
Publication details: Cambridge MIT 2016
Availability: Items available for loan: Computer Science and Automation (1)Call number: 006.31 P162(CSA).

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