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1.
Bioinformatics The machine learning approach by Pierre Baldi, Soren Brunak by
  • Baldi, Pierre
  • Brunak, Soren
Series: Adaptive computation and Machine learning
Material type: Text Book
Publication details: Cambridge MIT 1998
Availability: Items available for reference: JRD Tata Memorial Library: Not for loan (1)Call number: 574.880285 N98.

2.
Machine Learning : A Probabilistic Perspective by Kevin P Murphy 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;2 (CSA).

3.
Probabilistic Graphical Models Principles and techniques by Daphne Koller and Nir Friedman by
  • Koller, Daphne
  • Friedman, Nir
Series: Adaptive Computation and Machine Learning
Material type: Text Book
Publication details: Cambridge MIT Press 2009
Availability: Items available for loan: Supercomputer Education and Research Centre (1)Call number: 519.5420285 P09;3 (SERC).

4.
Boosting : Foundations and algorithms by Robert E Schapire and Yoav Freund by
  • Schapire, Robert E
  • Freund, Yoav
Series: Adaptive Computation and Machine Learning ;
Material type: Text Book
Publication details: England MIT Press 2014
Availability: Items available for loan: Electrical Communication Engineering (1)Call number: 006.31 P141 (ECE).

5.
Machine learning a probabilistic perspective by
  • Murphy, Kevin P
Series: Adaptive Computation and Machine Learning ;
Material type: Text Book
Publication details: Cambridge MIT Press 2012
Availability: Items available for loan: Electrical Communication Engineering (1)Call number: 006.31 P12;2 (ECE).

6.
Machine learning A probabilistic perspective by
  • Murphy, Kevin P,
Series: Adaptive Computation and Machine Learning ;
Material type: Text Book
Publication details: England MIT Press 2012
Availability: Items available for loan: Supercomputer Education and Research Centre (1)Call number: 006.31 P125;3 (SERC).

7.
Machine learning a probabilistic perspective by
  • Murphy, Kevin P,
Series: Adaptive Computation and Machine Learning ;
Material type: Text Book
Publication details: Cambridge MIT Press 2012
Availability: Items available for loan: Electrical Communication Engineering (1)Call number: 006.31 P12;1 (ECE).

8.
Probabilistic graphical models Principles and techniques by
  • Koller, Daphne, Friedman, Nir
Series: Adaptive Computation and Machine Learning ;
Material type: Text Book
Publication details: Cambridge MIT Press 2009
Availability: Items available for loan: Electrical Communication Engineering (1)Call number: 519.5420285 P09;4 (ECE).

9.
Reinforcement Learning: An Introduction by Richard S Sutton by
  • Sutton, Richard S
  • Barto, Andrew G
Series: adaptive Computation and Machine Learning ;
Material type: Text Book
Publication details: Massachusetts MIT Press 1998
Availability: Items available for loan: Electronic Systems Engineering (1)Call number: 006.31 N984 (ESE).

10.
Machine learning: A probabilistic perspective by Kevin P Murphy by
  • Murphy, Kevin P
Series: Adaptive Computation and Machine Learning Series ;
Material type: Text Book
Publication details: London MIT Press 2012
Availability: Items available for loan: Computer Science and Automation (1)Call number: 006.31 P12;2 (CSA).

11.
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).

12.
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‚Äč3 P06 (ECE).

13.
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).

14.
Machine learning: Probabilistic perspective by Kevin P Murphy by
  • Murphy, Kevin P
Series: Adaptive Computation and Machine Learning ;
Material type: Text Book
Publication details: Cambridge MIT 2012
Availability: Items available for loan: Computational Data Scince (1)Call number: 006.31 P12;5 (CDS).

15.
Machine learning: Probabilistic perspective by Kevin P Murphy by
  • Murphy, Kevin P
Series: Adaptive Computation and Machine Learning ;
Material type: Text Book
Publication details: Cambridge MIT 2012
Availability: Items available for loan: Computational Data Scince (1)Call number: 006.31 P12;4 (CDS).

16.
Machine learning: Probabilistic perspective by Kevin P Murphy by
  • Murphy, Kevin P
Series: Adaptive Computation and Machine Learning ;
Material type: Text Book
Publication details: Cambridge MIT press 2012
Availability: Items available for loan: Physics (1)Call number: 006.31 P12;6 (PHY).

17.
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 Press 2016
Availability: Items available for loan: Centre for infrastructure, Sustainable Transportation and Urban Planning (1)Call number: 006.31 P16(CiSTUP).

18.
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, Massachusetts The MIT Press 2016
Availability: Items available for loan: JRD Tata Memorial Library (1)Call number: 006.31 GOD.

19.
Machine learning: a probabilistic perspective by Kevin P. Murphy by
  • Murphy, Kevin P,
Series: Adaptive computation and machine learning Series
Material type: Text Book
Publication details: Cambridge MIT Press 2012
Availability: Items available for loan: JRD Tata Memorial Library (1)Call number: 006.31 MUR (c.3).

20.
Foundations of machine learning by Mehryar Mohri, Afshin Rostamizadeh and Ameet Talwalkar by
  • Mohri, Mehryar,
  • Rostamizadeh, Afshin and Talwalkar, Ameet
Series: Adaptive computation and machine learning
Edition: 2nd ed.
Material type: Text Book
Publication details: Cambridge MIT press 2018
Availability: Items available for loan: JRD Tata Memorial Library (1)Call number: 006.31 MOH.

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