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321.
Linear algebra and optimization for machine learning A textbook By Charu C. Aggarwal by
  • Aggarwal, Charu C,
  • Charu C. Aggarwal
Material type: Text Book
Publication details: 2020 Springer nature Switzerland
Availability: Items available for loan: Electrical Engineering (1)Call number: 512.5 AGG/L.

322.
Pattern recognition and machine learning by Christopher M. Bishop by
  • Bishop, Christopher M,
Series: Information science and statistics ;
Edition: 8th ed
Material type: Text Book
Publication details: New York Springer 2006
Availability: Items available for loan: JRD Tata Memorial Library (1)Call number: 006.4 CHI/P.

323.
Machine learning Probabilistic Perpective by Kevin P. Murphy by
  • Murphy, Kevin P,
Material type: Text Book
Publication details: Cambridge, Massachusetts London, England
Availability: Items available for loan: Mechanical Engineering (1)Call number: 006.31 KEV/M.

324.
Elements of statistical learning data mining inference and prediction by Trevor Hastie et al. by
  • Hastie, Trevor,
  • Tibshirani, Robert Friedman, Jerome
Series: Springer series in statistics ;
Edition: 2nd ed
Material type: Text Book
Publication details: New York Springer 2017
Availability: Items available for loan: JRD Tata Memorial Library (1)Call number: 006.3122 HAS/E .

325.
Deep learning by Ian Goodfellow, Yoshua Bengio and Aaron Courville by
  • Goodfellow, Ian,
  • Bengio, Yoshua
  • Courville, Aaron
Series: Adaptive computation and machine ;
Material type: Text Book
Publication details: Cambridge MIT Press 2016
Availability: Items available for loan: Computer Science and Automation (1)Call number: 006.31 GOO/D.

326.
Deep learning by Ian Goodfellow, Yoshua Bengio and Aaron Courville by
  • Goodfellow, Ian,
  • Bengio, Yoshua
  • Courville, Aaron
Series: Adaptive computation and machine ;
Material type: Text Book
Publication details: Cambridge MIT Press 2016
Availability: Items available for loan: Computer Science and Automation (1)Call number: 006.31 GOO/D.

327.
Machine learning the art and science of algorithms that make sense of data Peter Flach by
  • Flach, Peter,
Material type: Text Book
Publication details: New Delhi Cambridge University Press 2015
Availability: Items available for loan: Computer Science and Automation (1)Call number: 006.31 FLA/M.

328.
Pattern recognition and machine learning Christopher M. Bishop by
  • Bishop, Christopher M,
Series: Information science and statistics ;
Material type: Text Book
Publication details: New York Springer 2006
Availability: Items available for loan: Computer Science and Automation (1)Call number: 006.4 BIS/P.

329.
Deep learning a visual approach Andrew Glassner by
  • Glassner, Andrew,
Material type: Text Book
Publication details: San Francisco No Starch Press 2021
Availability: Items available for loan: JRD Tata Memorial Library (1)Call number: 006.31 GLA/D.

330.
Introduction to computational learning theory Michel J. Kearns and Umesh V. Vazirani by
  • Kearns, Michael J,
  • Vazirani, Umesh V
Material type: Text Book
Publication details: Cambridge The MIT Press 1994
Availability: Items available for loan: Computer Science and Automation (1)Call number: 006.31 KEA/I.

331.
Support vector machines Ingo Steinwart and Andreas Christmann by
  • Steinwart, Ingo,
  • Christmann, Andreas
Series: Information science and statistics ;
Material type: Text Book
Publication details: New York Springer Science 2008
Availability: Items available for loan: Electrical Communication Engineering (1)Call number: 006.31 STE/ S.

332.
Mathematics for machine learning by Marc Peter Deisenroth, A. Aldo Faisal, and Cheng Soon Ong by
  • Deisenroth, Marc Peter,
  • Faisal, A. Aldo
  • Ong, Cheng Soon
Material type: Text Book
Publication details: Cambridge Cambridge University Press 2020
Availability: Items available for loan: Centre for High Energy Physics (1)Call number: 006.31 DEI/M.

333.
Elements fo causal inference foundations and learning algorithms by Jonas Peters, Dominik Janzing, and Bernhard Scholkopf by
  • Peters, Jonas,
  • Janzing, Dominik
  • Scholkopf, Bernhard
Series: Adapative computation and machine learning series ;
Material type: Text Book
Publication details: Cambridge, Massachusetts The MIT Press 2017
Availability: Items available for loan: Computer Science and Automation (1)Call number: 006.31 PET/E.

334.
Numerical algorithms methods for computer vision, machine learning, and graphics by Justin Solomon by
  • Solomon, Justin,
Material type: Text Book
Publication details: Boca Raton CRC Press 2015
Availability: Items available for loan: Electrical Engineering (1)Call number: 005.1 SOL/N.

335.
Deep learning illustrated a visual, interactive guide to artificial intelligence by John Krohn by
  • Krohn, Jon,
Material type: Text Book
Publication details: New Delhi Pearson India 2020
Availability: Items available for loan: Computer Science and Automation (1)Call number: 006.31 KRO/D.

336.
Understanding machine learning from theory to algorithms by Shai Shalev-Shwartz and Shai Ben-David by
  • Shalev-Shwartz, Shai,
  • Ben-David, Shai
Material type: Text Book
Publication details: New Delhi Cambridge University Press 2014
Availability: Items available for loan: Electrical Communication Engineering (1)Call number: 006.31 SHA/U.

337.
Understanding machine learning from theory to algorithms by Shai Shalev-Shwartz and Shai Ben-David by
  • Shalev-Shwartz, Shai,
  • Ben-David, Shai
Material type: Text Book
Publication details: New Delhi Cambridge University Press 2015
Availability: Items available for loan: Electrical Communication Engineering (1)Call number: 006.31 SHA/U.

338.
Deep learning with python by Francois Chollet by
  • Chollet, Francois,
Material type: Text Book
Publication details: Shelter Island Manning Publications Co. 2018
Availability: Items available for loan: Electrical Communication Engineering (1)Call number: 005.133 CHO/D.

339.
Graph representation learning by William L. Hamilton by
  • Hamilton, William L,
Series: Synthesis lectures in artificial intelligence and machine learning ; 46
Material type: Text Book
Publication details: [s.l.] Morgan and Claypool Publishers 2020
Availability: Items available for loan: Electrical Communication Engineering (1)Call number: 006.31 HAM/G.

340.
Elements of statistical learning data mining, inference, and prediction byTrevor Hastie, Robert Tibshirani, Jerome Friedman by
  • Hastie, Trevor,
  • Tibshirani, Robert
  • Friedman, Jerome
Series: Springer Series in Stastistics ;
Edition: 2nd ed.
Material type: Text Book
Publication details: New York Springer 2013
Availability: Items available for loan: Computer Science and Automation (1)Call number: 006.3122 HAS/E.

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