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201.
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).

202.
Learning compact architectures for deep neural networks by Suraj Srinivas by
  • Srinivas, Suraj,
  • Babu, R Venkatesh
Material type: Text Book
Publication details: Bangalore IISc 2017
Availability: Items available for reference: JRD Tata Memorial Library: Not for loan (1)Call number: 006.4 P17 (THESIS).

203.
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 Press 2016
Availability: Items available for loan: Computer Science and Automation (1)Call number: 006.31 P162;9 (CSA).

204.
Scaling up machine learning: parallel and distributed approaches ed by Ron Bekkerman, Mikhail Bilenko and John Langford by
  • Bekkerman, Ron., ed
  • Bilenko, Mikhail., ed
  • Langford, Jhon., ed
Material type: Text Book
Publication details: New York Cambridgre University Press 2012
Availability: Items available for loan: Computational Data Scince (1)Call number: 006.31 P1212 (CDS).

205.
Machine learning for big data: Hands on for developers and technical professionals by Jason Bell by
  • Bell, Jason
Series: Wiley ;
Material type: Text Book
Publication details: New Delhi Wiley 2015
Availability: Items available for loan: Aerospace Engineering (1)Call number: 006.31 P157 (AE).

206.
Understanding machine learning: from theory to algorithms by Shai Shalev Shwartz and Shai Ben Devid by
  • Shalev-Shwartz, Shai
  • Ben Devid Shai
Material type: Text Book
Publication details: Delhi Cambridge University Press 2014
Availability: Items available for loan: Centre for High Energy Physics (1)Call number: 006.31 P14;4 (CHEP).

207.
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).

208.
Introduction to machine learning by Ethem Alpaydin by
  • Alpaydin, Ethem
Edition: 3rd ed.
Material type: Text Book
Publication details: Delhi PHI Learning Pvt Ltd 2014
Availability: Items available for loan: Physics (1)Call number: 006.31 P142;2 (PHY).

209.
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 Press 2016
Availability: Items available for loan: Centre for High Energy Physics (1)Call number: 006.31 P162;13 (CHEP).

210.
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 Press 2016
Availability: Items available for loan: Centre for High Energy Physics (1)Call number: 006.31 P162;12 (CHEP).

211.
Introduction to machine learning by Ethem Alpaydin by
  • Alpaydin, Ethem
Edition: 3rd ed.
Material type: Text Book
Publication details: Delhi PHI Learning Private Limited 2014
Availability: Items available for loan: Centre for High Energy Physics (1)Call number: 006.31 P141;3 (CHEP).

212.
Deep learning by Ian Goodfellow, Yoshua Bengio and Aaron Courville by
  • Goodfellow, Ian
Material type: Text Book
Publication details: Cambridge MIT Press 2016
Availability: Items available for loan: Electrical Communication Engineering (1)Call number: 006.31 P16;10 (ECE).

213.
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 Press 2016
Availability: Items available for loan: Molecular Biophysics Unit (1)Call number: 006.31 P162;14 (MBU).

214.
Machine learning: Probabilistic perspective by Kevin P Murphy by
  • Murphy, Kevin P
Material type: Text Book
Publication details: Cambridge MIT Press 2012
Availability: Items available for loan: Molecular Biophysics Unit (1)Call number: 006.31 P12;7 (MBU).

215.
Deep learning by Ian Goodfellow, Yoshua Bengio and Aaron Courville by
  • Goodfellow, Ian
  • Bengio, Yoshua
  • Courville, Aaron
Material type: Text Book
Publication details: England MIT Press 2016
Availability: Items available for loan: Electrical Communication Engineering (1)Call number: 006.31 P162;15 (ECE).

216.
Hands-on machine learning with scikit learn and tensorflow : concepts, tools, and techniques to build intelligent systems by Aurelien Geron by
  • Geron, Aurelien
Material type: Text Book
Publication details: Sebastopol O'Reilly 2017
Availability: Items available for loan: Electrical Communication Engineering (1)Call number: 006.31 P17 (ECE).

217.
Deep learning by Ian Goodfellow, Yoshua Bengio and Aaron Courville by
  • Goodfellow, Lan
  • Bengio, Yoshua
  • Courville, Aaron
Material type: Text Book
Publication details: Cambridge MIT Press 2016
Availability: Items available for loan: Computational Data Scince (1)Call number: 006.31 P162;16 (CDS).

218.
Computational analysis of sound scenes and events edited by Tuomas Virtanen, Mark D Plumbley and Dan Ellis by
  • Virtanen, Tuomas ed. ; Plumbley, Mark D ed. ; Ellis, Dan ed
Material type: Text Book
Publication details: New York Springer 2018
Availability: Items available for loan: JRD Tata Memorial Library (1)Call number: 621.382 COM.

219.
Optimization algorithms for deterministic, stochastic and reinforcement learning settings by Ajin George Joseph by
  • Joseph, Ajin George,
  • Bhatnagar, Shalabh
Material type: Text Book
Publication details: Bangalore IISc 2017
Availability: Items available for reference: JRD Tata Memorial Library: Not for loan (1)Call number: 006.31 P171 (THESIS).

220.
Understanding machine learning : From theory algorithms by Shai Shalev-Shwartz and Shai Ben-David by
  • Shalev-Shawartz, Shai
  • Ben-David, Shai
Material type: Text Book
Publication details: Cambridge Cambridge University Press 2014
Availability: Items available for loan: Computer Science and Automation (1)Call number: 006.31 P14;5 (CSA).

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