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1. The nature of statistical learning theory

by Vapnik, Vladimir Naumovich.

Edition: 2nd ed.Material type: book Book; Format: print ; Literary form: not fiction Publisher: New York : Springer, c2000Online access: Publisher description | Table of contents only Availability:
Items available for reference: IIITD [REF 006.31 VAP-N] (1).

2. Machine learning

by Mitchell, Tom M.

Material type: book Book; Format: print ; Literary form: not fiction Publisher: New York : McGraw Hill Education, ©1997Online access: Publisher description | Table of contents Availability: Items available for loan: IIITD [006.31 MIT-M] (9).
Checked out (8).
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3. Genetic algorithms in search, optimization, and machine learning

by Goldberg, David E. (David Edward) 1953-.

Material type: book Book; Format: print ; Literary form: not fiction Publisher: New Delhi : Addison-Wesley, c1989Availability: Items available for loan: IIITD [006.31 GOL-G] (1).
Items available for reference: IIITD [REF 006.31 GOL-G] (1).

4. Pattern recognition and machine learning

by Bishop, Christopher M.

Material type: book Book; Format: print ; Literary form: not fiction Publisher: New York : Springer, 2006Online access: Publisher description | Table of contents only Availability:
Items available for reference: IIITD [REF 006.4 BIS-P] (1). Checked out (1).

5. Elements of statistical learning : data mining, inference, and prediction

by Hastie, Trevor | Tibshirani, Robert | Friedman, Jerome.

Edition: 2nd ed.Material type: book Book; Format: print ; Literary form: not fiction Publisher: London : Springer, 2009Availability: No items available
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6. Bayesian artificial intelligence

by Korb, Kevin B | Nicholson, Ann E.

Edition: 2nd ed.Material type: book Book; Format: print ; Literary form: not fiction Publisher: Boca Raton, FL : CRC Press, c2011Availability: Items available for loan: IIITD [REF 006.3 KOR-B] (1).

7. Statistical learning theory

by Vapnik, Vladimir Naumovich.

Material type: book Book; Format: print ; Literary form: not fiction Publisher: New York : Wiley, c1998Online access: Publisher description | Table of Contents Availability: No items available
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8. How learning works : seven research-based principles for smart teaching

by Ambrose, Susan A.

Material type: book Book; Format: print ; Literary form: not fiction Publisher: San Francisco, CA : Jossey-Bass, ©2010Availability: No items available
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9. Machine learning : a probabilistic perspective

by Murphy, Kevin P.

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

10. Boosting : foundations and algorithms

by Schapire, Robert E | Freund, Yoav.

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

11. 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).

12. 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).

13. 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).

14. 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: No items available
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15. The archaeology of knowledge

by Foucault, Michel | Foucault, Michel, L'ordre du discours. English. 1972 1926-1984..

Material type: book Book; Format: print ; Literary form: not fiction Publisher: New York : Routledge, ©1972Availability: Items available for loan: IIITD [001.2 FOU-A] (1).

16. Understanding by design

by Wiggins, Grant P 1950- | McTighe, Jay.

Edition: Expanded 2nd ed.Material type: book Book; Format: print ; Literary form: not fiction Publisher: Alexandria, VA : Association for Supervision and Curriculum Development, c2005Online access: Table of contents Availability:
Items available for reference: IIITD [REF 375.001 WIG-U] (1).

17. 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).

18. Reinforcement learning : an introduction

by Sutton, Richard S | Barto, Andrew G.

Material type: book Book; Format: print ; Literary form: not fiction Publisher: Cambridge, Mass. : MIT Press, ©1998Availability: No items available
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19. Reinforcement learning and approximate dynamic programming for feedback control

by Lewis, Frank L | Lewis, Frank L | Liu, Derong 1963-.

Material type: book Book; Format: print ; Literary form: not fiction Publisher: New Jersey: Wiley, c2013Availability: No items available
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20. 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).


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