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1. Sheduled Reference
Pattern recognition and machine learning by
  • Bishop , Christopher M
Series: Information science and statistics
Language: English Language
Publication details: New York Springer Science 2006
Availability: Items available for loan: Applied Sciences Library (3)Collection, call number: Reference Collection 621.399 BIS, ...
2. Lending Books
Machine learning a probabilistic perspective by
  • Murphy , Kevin P
Series: Adaptive computation and machine learning
Material type: Text Text; Format: print ; Literary form: Not fiction
Language: English Language
Publication details: Cambridge, Mass MIT Press, 2012
Availability: Items available for loan: Applied Sciences Library (7)Collection, call number: Lending Collection 006.31 MUR, ...
3. Lending Books
The elements of statistical learning data mining, inference, and prediction by
  • Hastie, Trevor
  • Tibshirani, Robert
  • Friedman, J. H
Series: Springer series in statistics
Edition: 2nd ed.
Material type: Text Text; Format: print ; Literary form: Not fiction
Language: English Language
Publication details: New York, NY : Springer, 2009
Availability: Items available for loan: Applied Sciences Library (2)Collection, call number: Lending Collection 519.5 HAS, ...
4. Lending Books
Statistical modeling and machine learning for molecular biology by
  • Moses, Alan
Series: Chapman and Hall/CRC mathematical & computational biology series
Material type: Text Text; Format: print ; Literary form: Not fiction
Language: English Language
Publication details: Boca Raton CRC Press, Taylor & Francis Group 2017
Availability: Items available for loan: Applied Sciences Library (1)Collection, call number: Reference Collection 572.8 MOS.
5. Lending Books
Fundamentals of machine learning for predictive data analytics algorithms, worked examples, and case studies by
  • Kelleher, John D
  • Mac Namee, Brian
  • D'Arcy, Aoife
Material type: Text Text; Format: print ; Literary form: Not fiction
Language: English Language
Publication details: Cambridge, The MIT Press Massachusetts 2015
Availability: Items available for loan: Applied Sciences Library (2)Collection, call number: Lending Collection 006.31KEL, ...
6. Lending Books
Machine Learning by
  • Mitchell, Tom M
Series: McGraw-Hill series in computer science
Material type: Text Text; Format: print ; Literary form: Not fiction
Language: English Language
Publication details: Chennai McGraw-Hill, 1997
Availability: Items available for loan: Applied Sciences Library (2)Collection, call number: Lending Collection 006.31 MIT, ...
7. Lending Books
Statistical and machine-learning data mining : techniques for better predictive modeling and analysis of big data by
  • Ratner, Bruce
Edition: 3rd ed.
Material type: Text Text; Format: print ; Literary form: Not fiction
Language: English Language
Publication details: New York Boca Raton, FL : CRC Press, 2011
Availability: Items available for loan: Applied Sciences Library (2)Collection, call number: Lending Collection 006.31 RAT, ...
8. Lending Books
Foundations of machine learning by
  • Mohri, Mehryar
  • Rostamizadeh, Afshin
  • Talwalkar, Ameet
Series: Adaptive computation and machine learning
Material type: Text Text; Format: print ; Literary form: Not fiction
Language: English Language
Publication details: Cambridge MIT Press 2012 2012
Availability: Items available for loan: Applied Sciences Library (2)Collection, call number: Lending Collection 006.31 MOH, ...
9. Sheduled Reference
Deep learning by
  • Goodfellow, Ian
  • Bengio, Yoshua
  • Courville, Aaron
Material type: Text Text; Format: print ; Literary form: Not fiction
Language: English Language
Publication details: Cambridge The MIT Press 2016
Availability: Items available for loan: Technology Library (2)Collection, call number: Reference Collection 006.31 GOO, ...
10. Sheduled Reference
Machine learning with R expert techniques for predictive modeling to solve all your data analysis problems by
  • Lantz, Brett
Edition: 2nd
Material type: Text Text; Format: print ; Literary form: Not fiction
Language: English Language
Publication details: Birmingham Packt Publishing 2015
Availability: Items available for loan: Technology Library (3)Collection, call number: Reference Collection 006.31 LAN, ...
11. Sheduled Reference
Python machine learning machine learning and deep learning with python, scikit-learn, and tensor flow by
  • Raschka, Sebastian
  • Mirjalili, Vahid
Edition: 2nd
Material type: Text Text; Format: print ; Literary form: Not fiction
Language: English Language
Publication details: Birmingham Packt Publishing 2017 2018
Availability: Items available for loan: Technology Library (3)Collection, call number: Reference Collection 005.133 RAS, ...
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