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121.
Understanding machine learning from theory to algorithms by
  • Shalev-Shawartz, Shai, Ben-David, Shai
Material type: Text Book
Publication details: New Delhi CUP 2015
Availability: Items available for loan: Electrical Communication Engineering (1)Call number: 006.31 P15 (ECE).

122.
Machine learning by
  • Mitchell, Tom M
Series: McGraw-Hill Series in Computer Science ;
Material type: Text Book
Publication details: New Delhi Mc-Graw Hill 2013
Availability: Items available for loan: Supercomputer Education and Research Centre (1)Call number: 006.31 P131;1 (SERC).

123.
Machine learning A probabilistic perspective by
  • Murphy, Kevin P,
Series: Adaptive Computation and Machine Learning ;
Material type: Text Book
Publication details: England MIT Press 2012
Availability: Items available for loan: Supercomputer Education and Research Centre (1)Call number: 006.31 P125;3 (SERC).

124.
Pattern recognition and machine learning by
  • Bishop, Christopher M,
Series: Information science and Statistics ;
Material type: Text Book
Publication details: New Delhi Springer 2013
Availability: Items available for loan: Supercomputer Education and Research Centre (1)Call number: 006.4 P13 (SERC).

125.
Optimization for machine learning by
  • Sra, Suvrit., ed, Nowozin, Sebastian., ed
  • Wright, Stephen J., ed
Material type: Text Book
Publication details: Delhi PHI Learning 2012
Availability: Items available for loan: Supercomputer Education and Research Centre (1)Call number: 006.31015196 P12 (SERC).

126.
Prediction learning and games by
  • Bianchi, Nicolocesa, Lugosi, Gabor
Material type: Text Book
Publication details: New York CUP 2006
Availability: Items available for loan: Supercomputer Education and Research Centre (1)Call number: 519.3 P06 (SERC).

127.
Kernel methods and machine learning by
  • Kung, S Y,
Material type: Text Book
Publication details: Cambridge CUP 2014
Availability: Items available for loan: Electrical Communication Engineering (1)Call number: 006.310151252 P14 (ECE).

128.
Understanding machine learning : From theory to algorithms by
  • Shalev-Shwartz, Shai, Ben-David, Shai
Material type: Text Book
Publication details: New Delhi CUP 2015
Availability: Items available for loan: Electrical Communication Engineering (1)Call number: 006.31 P15 (ECE).

129.
Prediction learning and games by
  • Bianchi, Nicolocesa, Lugosi, Gabor
Material type: Text Book
Publication details: Cambridge CUP 2006
Availability: Items available for loan: Solid State Chemistry Unit (1)Call number: 519.3 P06 P06 (SSCU).

130.
Machine learning: An algorithmic perspective by Stephen Marsland by
  • Marsland, Stephen
Series: Chapman & Hall/CRC Machine learning & Pattern recognition Series ;
Edition: 2nd ed.
Material type: Text Book
Publication details: New York CRC Press 2015
Availability: Not available: JRD Tata Memorial Library: Checked out (1).

131.
Statistical reinforcement learning: Modern machine learning approaches by Masashi Sugiyama by
  • Sugiyama, Masashi
Series: CRC Machine Learning and Pattern Recognition Series ;
Material type: Text Book
Publication details: New York CRC Press 2015
Availability: Not available: JRD Tata Memorial Library: Checked out (1).

132.
Multi-label dimensionality reduction by Liang Sun, Shuiwang Ji and Jieping Ye by
  • Sun, Liang
  • Ye, Jieping
  • Ji, Shuiwang
Series: CRC Machine Learning & Pattern Recognitions Series ;
Material type: Text Book
Publication details: New York CRC Press 2014
Availability: Items available for loan: JRD Tata Memorial Library (1)Call number: 006.31 P143.

133.
Machine Learning by
  • Theodoridis, Sergios,
Material type: Text Book
Publication details: London Academic Press 2015
Availability: Items available for loan: Electrical Communication Engineering (1)Call number: 006.31 P151 (ECE).

134.
Machine Learning by Tom M. Mitchell by
  • Mitchell, Tom M
Material type: Text Book
Publication details: New Delhi Mc Graw Hill education 2013
Availability: Items available for loan: Computer Science and Automation (1)Call number: 006.31 P131;2 (CSA).

135.
Pattern Recognition and Machine Learning by Christopher M, Bishop by
  • Bishop, Christopher M
Series: Information Science and Statistics ;
Material type: Text Book
Publication details: Cambridge Springer 2006
Availability: Items available for loan: Computer Science and Automation (1)Call number: 006.4 P06 (CSA).

136.
Boosting: Foundations and Algorithms by Robert E. Schapire and Yoav Freund by
  • Schapire, Robert E
  • Freund, Yoav
Series: Adapative computation and machine learning series ;
Material type: Text Book
Publication details: USA MIT Press 2012
Availability: Items available for loan: Electrical Communication Engineering (1)Call number: 006.31 P121;2 (ECE).

137.
Pattern Recognition and Machine Learning by Christopher M, Bishop by
  • Bishop, Christopher M
Series: Information Science and Statistics ;
Material type: Text Book
Publication details: Cambridge Springer 2006
Availability: Items available for loan: Electrical Communication Engineering (1)Call number: 006.4 P06;1 (ECE).

138.
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 UNIV.PRESS 2015
Availability: Items available for loan: Electrical Communication Engineering (1)Call number: 006.31 P15;1 (ECE).

139.
Elements of statistical learning: Data mining, inference, and prediction by Trevor Hastie, Robert Tibshirani and Jerome Friedman by
  • Hastie, Trevor
  • Tibshirani, Robert
  • Friedman, Jerome
Series: Springer Series in Statisticks ;
Edition: 2nd ed.
Material type: Text Book
Publication details: New York Springer 2011
Availability: Items available for loan: Management Studies (1)Call number: 006.31 P091 (MS).

140.
Pattern recognition and machine learning by Christopher M Bishop by
  • Bishop, Christopher M
Material type: Text Book
Publication details: New Delhi Springer 2006
Availability: Items available for loan: Electrical Engineering (1)Call number: 006.31 P06;3 (EE).

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