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1. How smart machines think

by Gerrish, Sean.

Material type: book Book; Format: print ; Literary form: not fiction Publisher: London : MIT Press, ©2018Availability: Items available for loan: IIITD [006.3 GER-H] (1).

2. Deep learning with Python

by Chollet, François.

Material type: book Book; Format: print ; Literary form: not fiction Publisher: Island : Manning Publications, ©2018Availability: Items available for loan: IIITD [005.133 CHO-D] (1).

3. Machine learning with Python cookbook : practical solutions from preprocessing to deep learning

by Albon, Chris.

Material type: book Book; Format: print ; Literary form: not fiction Publisher: New Delhi : Shroff/O'Reilly, ©2018Availability: Items available for loan: IIITD [REF 005.133 ALB-M] (2).

4. Thoughtful machine learning with Python : a test-driven approach

by Kirk, Matthew.

Material type: book Book; Format: print ; Literary form: not fiction Publisher: New Delhi : O'Reilly, ©2017Availability:
Items available for reference: IIITD [CB 006.31 KIR-T] (1).

5. Deep learning : a practitioner's approach

by Patterson, Josh | Gibson, Adam.

Material type: book Book; Format: available online remote; Literary form: not fiction Publisher: New Delhi : O'Reilly, ©2017Online access: Access eNYPL Availability: Items available for loan: IIITD [006.31 PAT-D] (1).
Items available for reference: IIITD [REF 006.31 PAT-D] (1).

6. Introduction to statistical machine learning

by Sugiyama, Masashi.

Material type: book Book; Format: print ; Literary form: not fiction Publisher: New York : Morgan Kaufmann Publishers, ©2016Availability:
Items available for reference: IIITD [REF 006.31 SUG-I] (1).

7. Machine learning in python : essential techniques for predictive analysis

by Bowles, Michael.

Material type: book Book; Format: available online remote; Literary form: not fiction Publisher: New Delhi : Wiley, ©2015Availability: Items available for loan: IIITD [006.31 BOW-M] (1).

8. Semi-supervised learning

by Chapelle, Olivier | Scholkopf, Bernhard | Zien, Alexander.

Material type: book Book; Format: print ; Literary form: not fiction Publisher: London : MIT Press, ©2006Availability: Items available for loan: IIITD [REF 006.31 CHA-S] (1).

9. Artificial intelligence and machine learning

by Chandra S. S., Vinod | Hareendran S., Anand.

Material type: book Book; Format: print ; Literary form: not fiction Publisher: Delhi : PHI Learning ©2014Availability: Items available for loan: IIITD [006.31 CHA-A] (1).

10. Nonnegative matrix and tensor factorizations : applications to exploratory multi-way data analysis and blind source separation

by Cichocki, Andrzej | Zdunek , Rafal | Phan, Anh Huy | Amari, Shun-ichi.

Material type: book Book; Format: print ; Literary form: not fiction Publisher: United Kingdom: John Wiley, ©2009Availability: Items available for loan: IIITD [REF 005.1 CIC-N] (1).

11. An introduction to computational learning theory

by Kearns, Michael J | Vazirani, Umesh Virkumar.

Material type: book Book; Format: print ; Literary form: not fiction Publisher: Cambridge, Mass. : MIT Press, ©1994Availability: Items available for loan: IIITD [REF 006.3 KEA-I] (1).

12. Natural language annotation for machine learning

by Pustejovsky, J | Stubbs, Amber.

Material type: book Book; Format: print ; Literary form: not fiction Publisher: Mumbai : O'Reilly Media, ©2013Availability: Items available for loan: IIITD [006.35 PUS-N] (2).

13. Introduction to machine learning

by Alpaydin, Ethem.

Edition: 2nd ed.Material type: book Book; Format: print ; Literary form: not fiction Publisher: New Delhi. : PHI Learning, ©2010Availability: Items available for loan: IIITD [006.31 ALP-I] (1).

14. Machine learning in medicine

by Cleophas, Ton J.

Material type: book Book; Format: print ; Literary form: not fiction Publisher: New York : Springer, 2013Online access: Publisher description | Table of contents only Availability: Items available for loan: IIITD [REF 006.31 CLE-M] (1).

15. Machine learning, neural and statistical classification

by Michie, D | Michie, Donald | Spiegelhalter, D. J | Taylor, C. C.

Material type: book Book; Format: print ; Literary form: not fiction Publisher: New Delhi : Overseas Press 1994Availability: Items available for loan: IIITD [006.31 MIC-M] (1).

16. Scaling up machine learning parallel and distributed approaches

by Bekkerman, Ron | Bekkerman, Ron | Bilenko, Mikhail | Langford, John.

Source: Cambridge Books Online - Computer ScienceMaterial type: book Book; Format: electronic available online remote; Literary form: not fiction Publisher: New York : Cambridge University Press, ©2012Availability: Items available for loan: IIITD [REF 006.31 BEK-S] (1).

17. Machine learning : the art and science of algorithms that make sense of data

by Flach, Peter A.

Material type: book Book; Format: print ; Literary form: not fiction Publisher: Cambridge ; New York : Cambridge University Press, 2012Availability: Items available for loan: IIITD [REF 006.31 FLA-M] (1).

18. Foundations of machine learning

by Mohri, Mehryar | Rostamizadeh, Afshin | Talwalkar, Ameet.

Material type: book Book; Format: print ; Literary form: not fiction Publisher: Cambridge, MA : MIT Press, c2012Availability:
Items available for reference: IIITD [REF 006.31 MOH-F] (1).

19. Gaussian processes for machine learning

by Rasmussen, Carl Edward | Williams, Christopher K. I.

Material type: book Book; Format: print ; Literary form: not fiction Publisher: Cambridge, Mass. : MIT Press, ©2006Online access: Table of contents only Availability: Items available for loan: IIITD [REF 519.23 RAS-G] (1).

20. Optimization for machine learning

by Sra, Suvrit | Nowozin, Sebastian | Wright, Stephen J.

Material type: book Book; Format: print ; Literary form: not fiction Publisher: New Delhi : PHI, c2013Availability: Items available for loan: IIITD [006.31 SRA-O] (1).
Items available for reference: IIITD [REF 006.31 SRA-O] (1).


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