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1.
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).

2.
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).

3.
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: Massachusetts MIT Press 2016
Availability: Items available for loan: Computational Data Scince (1)Call number: 006.31 GOO.

4.
Foundations of machine learning by Mehryar Mohri, Afshin Rostamizadeh and Ameet Talwalkar by
  • Mohri, Mehryar,
  • Talwalkar, Ameet
  • Rostamizadeh, Afshin
Series: Adaptive computation and machine learning ;
Edition: 2nd ed.
Material type: Text Book
Publication details: Cambridge MIT press 2018
Availability: Items available for loan: Computational Data Scince (1)Call number: 006.31 MOH/F.

5.
Learning in graphical models edited by Michael I. Jordan by
  • Jordan, Michael Irwin,
Series: Adaptive computation and machine learning ;
Material type: Text Book
Publication details: Cambridge Mass MIT Press 1998
Availability: Items available for loan: Computational Data Scince (1)Call number: 519.5 LEA/J.

6.
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: Computational Data Scince (1)Call number: 006.31 MUR/M.

7.
Probabilistic graphical models principles and techniques by Daphne Koller and Nir Friedman by
  • Koller, Daphne,
Series: Adaptive computation and machine learning series ;
Material type: Text Book
Publication details: USA MIT 2009
Availability: Items available for loan: Computational Data Scince (1)Call number: 519.5420285 KOL/P.

8.
Reinforcement learning an introduction by Richard S. Sutton and Andrew G. Barto. by
  • Sutton, Richard S,
  • Barto, Andrew G
Series: Adaptive computation and machine learning ;
Edition: 2nd ed.
Material type: Text Book
Publication details: Cambridge MIT Press 2018
Availability: Items available for loan: Computational Data Scince (1)Call number: 006.31 SUT/R.

9.
Probabilistic machine learning an introduction by Kevin P. Murphy by
  • Murphy, Kevin P,
Series: Adaptive computation and machine learning ;
Material type: Text Book
Publication details: London MIT Press 2022
Availability: Items available for loan: Computational Data Scince (1)Call number: 006.31 MUR.

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