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241.
Understanding machine learning: from theory to algorithms by
  • Shalev-Shwartz, Shai,
Material type: Text Book
Publication details: New Delhi Cambridge University Press 2014
Availability: Items available for loan: Computer Science and Automation (1)Call number: 006.31 P14; 4 (CSA).

242.
Reinforcement learning: an introduction by Richard S. Sutton by
  • Sutton, Richard S,
  • Barto, Andrew G
Material type: Text Book
Publication details: Massa The MIT Press 1998
Availability: Items available for loan: Centre for NeuroScience (1)Call number: 006.31 N98 (CNS).

243.
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).

244.
Deep learning by Ian Goodfellow, Yoshua Bengio and Aaron Courville by
  • Goodfelloow, Ian,
  • Bengio, Yoshua
  • Courville, Aaron
Material type: Text Book
Publication details: Cambridge MIT Press 2016
Availability: Items available for loan: Electrical Engineering (1)Call number: 006.31 P16 (EE).

245.
Advances in financial machine learning by Marcos Lopez De Prado by
  • Prado, Marcos Lopez De,
Material type: Text Book
Publication details: Hobken, New Jersey John Wiley & Sons, Inc. 2018
Availability: Items available for loan: Management Studies (1)Call number: 006.31 P18 (MS).

246.
Introduction to pattern recognition and machine learning by M. Narsimha Murty and Der V. Susheela Devi by
  • Narsimha Murty, M,
  • Susheela Devi, Der V
Material type: Text Book
Publication details: New Jers World Scientific 2015
Availability: Items available for loan: JRD Tata Memorial Library (1)Call number: 006.4 MUR D.

247.
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.

248.
Foundation of machine learning by Mehryar Mohri; Afshin Rostamizadeh; and Ameet Talwalkar by
  • Mohri, Mehryar,
  • Rostamizadeh, Afshin; Talwalkar, Ameet
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.

249.
Deep learning by Ian Goodfellow, Yoshua Bengio, and Aaron Courville by
  • Goodfellow, Ian,
  • Bengio, Yoshua
  • Courville, Aaron
Material type: Text Book
Publication details: Cambridge MIT 2016
Availability: Items available for loan: JRD Tata Memorial Library (1)Call number: 006.31 GOO (c.16).

250.
Foundations of machine learning by Mehryar Mohri, Afshin Rostamizdeh, and Ameet Talwalkar by
  • Mohri, Mehryar,
  • Rostamizdeh, Afshin ; and Talwalkar, Ameet
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.

251.
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).

252.
Pattern recognition and machine learning by Christopher M. Bishop by
  • Bishop, Christopher M,
Material type: Text Book
Publication details: New York Springer 2009
Availability: Items available for loan: JRD Tata Memorial Library (1)Call number: 006.4 BIS.

253.
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.

254.
Advanced machine learning with python by John Hearty by
  • Hearty, John,
Material type: Text Book
Publication details: Mumbai ; Birmingham Packt Publishing Ltd. 2016
Availability: Items available for loan: JRD Tata Memorial Library (1)Call number: 006.31 HEA.

255.
Python machine learning machine learning and deep learning with Python, scikit-learn and TensorFlow by Sebastian Raschka and Vahid Mirjalili by
  • Raschka, Sebastian,
  • Mirjalili, Vahid
Edition: 2nd ed.
Material type: Text Book
Publication details: Mumbai ; Birmingham Packt Publishing Ltd. 2017
Availability: Items available for loan: JRD Tata Memorial Library (1)Call number: 005.133 RAS.

256.
TensorFlow machine learning cookbook by Nick McClure by
  • McClure, Nick,
Material type: Text Book
Publication details: Mumbai ; Brimingham Packt Publishing Ltd. 2017
Availability: Items available for loan: JRD Tata Memorial Library (1)Call number: 006.3 MCC.

257.
Prediction, learning and games by Nicolo Cesa Bianchi and Gabor Lugosi by
  • Bianchi, Nicolocesa,
  • Lugosi, Gabor
Material type: Text Book
Publication details: New York Cambridge University Press 2006
Availability: Items available for loan: JRD Tata Memorial Library (1)Call number: 519.3 BIA.

258.
Deep learning with minimal supervision by Gaurav Pandey by
  • Pandey, Gaurav,
Material type: Text Book
Publication details: Bengaluru IISc 2017
Availability: Items available for reference: JRD Tata Memorial Library: Not for loan (1)Call number: 006.31 PAN(THESIS).

259.
Machine learning algorithms using classical and quantum photonics by Bhawani Shankar Leelar by
  • Leelar, Bhawani Shankar,
Material type: Text Book
Publication details: Bengaluru IISc 2017
Availability: Items available for reference: JRD Tata Memorial Library: Not for loan (1)Call number: 621.367 LEE(THESIS).

260.
Statistical learning theory by Vladimir N. Vapnik by
  • Vapnik, Vladimir N,
Series: Wiley series on adaptive and learning systems for signal processing, Communications, and control ; | Haykin, Simon ed ;
Material type: Text Book
Publication details: New Delhi Wiley 1998
Availability: Items available for loan: Computer Science and Automation (1)Call number: 006.31 VAP.

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