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1.
Kernel methods for pattern analysis / John Shawe-Taylor, Nello Cristianini. by
  • Shawe-Taylor, John
  • Cristianini, Nello
Publication details: Cambridge, UK ; New York : Cambridge University Press, 2004 [fourth printing 2009]
Availability: Items available for loan: Ayesha Abed Library (2)Call number: 006.31 SHA, ...

2.
Genetic algorithms in search, optimization, and machine learning / [by] David E. Goldberg. by
  • Goldberg, David E. (David Edward), 1953-
Publication details: Reading, Mass. : New Delhi : Addison-Wesley Pub. Co. ; Pearson Education, c1989.[Reprinted 2008]
Availability: Items available for loan: Ayesha Abed Library (1)Call number: 006.31 GOL.

3.
Bioinformatics : the machine learning approach / Pierre Baldi, Soren Brunak. by
  • Baldi, Pierre
  • Brunak, Soren
Series: Adaptive computation and machine learning
Edition: 2nd ed.
Publication details: Cambridge, Mass. : New Delhi : MIT Press ; affiliated East-west press, c2001 2003
Availability: Items available for loan: Ayesha Abed Library (3)Call number: 572.80113 BAL, ... Not available: Ayesha Abed Library: Checked out (1).
  (1 votes)
4.
The elements of statistical learning : data mining, inference, and prediction / Trevor Hastie, Robert Tibshirani, Jerome Friedman. by
  • Hastie, Trevor
  • Tibshirani, Robert
  • Friedman, J. H. (Jerome H.)
Series: Springer series in statistics
Edition: Second edition.
Publication details: New York, NY : Springer, c2009
Availability: Items available for loan: Ayesha Abed Library (2)Call number: 006.31 HAS, ... Not available: Ayesha Abed Library: Checked out (1).
  (1 votes)
5.
Machine learning and statistics : the interface / edited by G. Nakhaeizadeh, C.C. Taylor. by
  • Nakhaeizadeh, Gholamreza
  • Taylor, C. C. (Charles C.)
  • European Conference on Machine Learning (1994 : Catania, Italy)
Series: Sixth-generation computer technology series
Publication details: New York : Wiley, c1997
Availability: Not available: Ayesha Abed Library: Checked out (1).
  (1 votes)
6.
Machine Learning / Tom M. Mitchell. by
  • Mitchell, Tom M. (Tom Michael), 1951-
Series: McGraw-Hill series in computer science
Edition: International edition.
Publication details: New York : McGraw-Hill, c1997
Availability: Not available: Ayesha Abed Library: Checked out (2).
  (1 votes)
7.
Pattern recognition and machine learning / Christopher M. Bishop. by
  • Bishop, Christopher M
Series: Information science and statistics
Publication details: New York : Springer, 2006
Availability: Items available for loan: Ayesha Abed Library (1)Call number: 006.4 BIS.

8.
Deep learning / Ian Goodfellow, Yoshua Bengio, and Aaron Courville. by
  • Goodfellow, Ian
  • Bengio, Yoshua
  • Courville, Aaron
Series: Adaptive computation and machine learning
Publication details: Cambridge, Massachusetts : The MIT Press, c2016
Availability: Not available: Ayesha Abed Library: Checked out (2).
  (1 votes)
9.
Python machine learning : machine learning and deep learning with Python, scikit-learn, and TensorFlow / Sebastian Raschka and Vahid Mirjalili by
  • Raschka, Sebastian
  • Mirjalili, Vahid
Edition: Second edition
Publication details: Birmingham, UK : Packt Publishing, c2017
Availability: Items available for loan: Ayesha Abed Library (2)Call number: 005.133 RAS, ...
  (1 votes)
10.
Hands-on machine learning with Scikit-Learn and TensorFlow : concepts, tools, and techniques to build intelligent systems / Aurélien Géron by
  • Géron, Aurélien
Edition: First edition
Publication details: Beijing : O'Reilly, c2017
Availability: Not available: Ayesha Abed Library: Checked out (2).
  (2 votes)
11.
Deep learning with Python / François Chollet by
  • Chollet, François
Publication details: Shelter Island, New York : Manning Publications Co., ©2018
Availability: Not available: Ayesha Abed Library: Checked out (2).

12.
Java Deep Learning Essentials : dive into the future of data science and learn how to build the sophisticated algorithms that are fundamental to deep learning and AI with Java / Yusuke Sugomori by
  • Sugomori, Yusuke
Series: Community experience distilled
Publication details: Birmingham ; Mumbai : Packt Publishing, c2016
Availability: Items available for loan: Ayesha Abed Library (2)Call number: 005.133 SUG, ...

13.
Data mining and machine learning in cybersecurity / Sumeet Dua, Xian Du. by
  • Dua, Sumeet
  • Du, Xian
Publication details: Boca Raton : CRC Press, c2011
Availability: Not available: Ayesha Abed Library: Checked out (1).
  (1 votes)
14.
Grokking deep learning / Andrew W. Trask. by
  • Trask, Andrew W [author.]
Publication details: Shelter Island, NY : Manning, ©2019
Other title:
  • Deep learning
Availability: Not available: Ayesha Abed Library: Checked out (4).
  (2 votes)
15.
Mastering Java machine learning : mastering and implementing advanced techniques in machine learning / Uday Kamath, Krishna Choppella; foreword by Carlotta Domeniconi by
  • Kamath, Uday
  • Choppella, Krishna
  • Domeniconi, Carlotta
Publication details: Birmingham : Packt Publishing, c2017
Availability: Items available for loan: Ayesha Abed Library (2)Call number: 006.31 KAM, ...

16.
Java deep learning projects : implement 10 real-world deep learning applications using Deeplearning4j and open source APIs / Md Rezaul Karim by
  • Karim, Md. Rezaul
Publication details: Birmingham : Packt Publishing, c2018
Availability: Items available for loan: Ayesha Abed Library (2)Call number: 005.133 KAR, ...
  (1 votes)
17.
Natural language processing with PyTorch : build intelligent language applications using deep learning / Delip Rao and Brian McMahan. by
  • Rao, Delip [author.]
  • McMahan, Brian [author.]
Edition: First edition.
Publication details: Sebastopol, CA : O'Reilly Media, c2019
Other title:
  • Build intelligent language applications using deep learning
Availability: Not available: Ayesha Abed Library: Checked out (2).

18.
Python machine learning : Complete and clear introduction to the basics of machine learning with python. Comprehensive guide to data science and analytics / Alex Campbell. by
  • Campbell, Alex
Publication details: United States : [publisher not identified], 2020
Availability: Not available: Ayesha Abed Library: Checked out (2).

19.
The hundred-page machine learning / Andriy Burkov. by
  • Burkov, Andriy
Edition: South asia edition
Publication details: Quebec City, Canada : Andriy Burkov, 2019
Availability: Items available for loan: Ayesha Abed Library (2)Call number: 006.31 BUR, ... Not available: Ayesha Abed Library: Checked out (3).
  (1 votes)
20.
Graph machine learning : take graph data to the next level by applying machine learning techniques and algorithms / Claudio Stamile, Aldo Marzullo, Enrico Deusebio. by
  • Stamile, Claudio [author.]
  • Marzullo, Aldo
  • Deusebio, Enrico
Publication details: Birmingham : Packt Publishing, 2021
Availability: Not available: Ayesha Abed Library: Checked out (2).
  (1 votes)
21.
Deep learning for beginners : a beginner's guide to getting up and running with deep learning from scratch using Python / Pablo Rivas. by
  • Rivas, Pablo [author.]
Publication details: Birmingham : Packt Publishing, 2020
Availability: Items available for loan: Ayesha Abed Library (1)Call number: 006.31 RIV. Not available: Ayesha Abed Library: Checked out (1).

22.
Practical natural language processing : a comprehensive guide to building real-world NLP systems / Sowmya Vajjala... [et al.]. by
  • Vajjala, Sowmya [author.]
  • Majumder, Bodhisattwa [author.]
  • Gupta, Anju [author.]
  • Surana, Harshit [author.]
Edition: First edition.
Publisher: Sebastopol, CA : O'Reilly Media, 2020Copyright date: ©2020
Availability: Items available for loan: Ayesha Abed Library (1)Call number: 006.35 PRA. Not available: Ayesha Abed Library: Checked out (4).
  (1 votes)
23.
Hands-on Python natural language processing : explore tools and techniques to analyze and process text with a view to building real-world NLP applications / Aman Kedia, Mayank Rasu. by
  • Kedia, Aman [author.]
  • Rasu, Mayank [author.]
Publication details: Birmingham, UK : Packt Publishing, c2020
Availability: Items available for loan: Ayesha Abed Library (2)Call number: 006.35 KED, ... Not available: Ayesha Abed Library: Checked out (1).

24.
Natural language processing with PyTorch : build intelligent language applications using deep learning / Delip Rao and Brian McMahan. by
  • Rao, Delip [author.]
  • McMahan, Brian [author.]
Edition: First edition.
Publisher: Sebastopol, CA : O'Reilly Media, 2019Copyright date: ©2019
Other title:
  • Build intelligent language applications using deep learning
Availability: Not available: Ayesha Abed Library: Checked out (3).

25.
Deep learning for natural language processing : creating neural networks with Python / Palash Goyal, Sumit Pandey and Karan Jain. by
  • Goyal, Palash
  • Pandey, Sumit
  • Jain, Karan
Publication details: Berkeley, CA : Apress, c2018
Availability: Not available: Ayesha Abed Library: Checked out (2).

26.
Natural language processing with TensorFlow : teach language to machines using Python's deep learning library / Thushan Ganegedara. by
  • Ganegedara, Thushan [author.]
Publication details: Birmingham, UK : Packt, 2018
Availability: Items available for loan: Ayesha Abed Library (3)Call number: 006.31 GAN, ...

27.
Machine learning engineering / Andriy Burkov. by
  • Burkov, Andriy
Publication details: [Place of publication not identified] : True Positive, Inc., 2020
Availability: Items available for loan: Ayesha Abed Library (2)Call number: 006.31 BUR, ... Not available: Ayesha Abed Library: Checked out (3).
  (1 votes)
28.
Understanding machine learning : from theory to algorithms / Shai Shalev-Shwartz and Shai Ben-David by
  • Shalev-Shwartz, Shai
  • Ben-David, Shai
Edition: First south asia edition 2015
Publication details: New York, NY, USA ; India : Cambridge University Press, 2014. [Reprinted 2022]
Availability: Items available for loan: Ayesha Abed Library (1)Call number: 006.31 SHA. Not available: Ayesha Abed Library: Checked out (4).
  (3 votes)
29.
Approaching (almost) any Machine learning problem / Abhishek Thakur. by
  • Thakur, Abhishek [author]
Publication details: [Place of publication not identified] : [Publisher not identified], 2020
Availability: Not available: Ayesha Abed Library: Checked out (2).

30.
Transfer learning for natural language processing / Paul Azunre. by
  • Azunre, Paul [author.]
Publisher: Shelter Island, NY : Manning Publications Co., c2021
Availability: Items available for loan: Ayesha Abed Library (2)Call number: 006.35 AZU, ...

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