Bataan Peninsula State University

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The elements of statistical learning [electronic resource] : data mining, inference, and prediction / Trevor Hastie, Robert Tibshirani, Jerome Friedman. by Series: Springer series in statistics
Edition: 2nd edition.
Material type: Text Text; Format: electronic ; Literary form: Not fiction
Publication details: New York : Springer, 2009
Availability: Items available for loan: Main Library (1)Call number: 006.31 H356.

Introduction to deep learning [electronic resource] : from logical calculus to artificial intelligence / Sandro Skansi. by
Material type: Text Text; Format: electronic ; Literary form: Not fiction
Publication details: Cham, Switzerland : Springer, 2018
Availability: Items available for loan: Main Library (1)Call number: 006.312 Sk626.

Neural networks and deep learning [electronic resource] : a textbook / Charu C. Aggarwal. by
Material type: Text Text; Format: electronic ; Literary form: Not fiction
Publication details: Cham : Springer, 2018
Availability: Items available for loan: Main Library (1)Call number: 006.32 Ag266.

An introduction to machine learning / Miroslav Kubat. by
Edition: 2nd edition.
Material type: Text Text; Format: electronic ; Literary form: Not fiction
Publisher: New York, NY : Springer Science+Business Media, 2017
Availability: Items available for loan: Main Library (1)Call number: 006.3 K95.

Machine learning in medicine - a complete overview / [edited by] Ton J. Cleophas and Aeilko H. Zwinderman. by
Material type: Text Text; Format: electronic ; Literary form: Not fiction
Publisher: New York, NY : Springer Berlin Heidelberg, 2015
Availability: Items available for loan: Main Library (1)Call number: 610.285631 M149.

Deep learning : fundamentals, theory and applications / Kaizhu Huang. by
Material type: Text Text; Format: electronic ; Literary form: Not fiction
Publisher: New York, NY : Springer Berlin Heidelberg, 2019
Availability: Items available for loan: Main Library (1)Call number: 006.31 H874.

Learn R for applied statistics [electronic resource] : with data visualizations, regressions, and statistics / Eric Goh Ming Hui. by Series: Books for professionals by professionals
Material type: Text Text; Format: electronic ; Literary form: Not fiction
Publisher: [New York] : Apress, [2019]Copyright date: ℗♭2019
Availability: Items available for loan: Main Library (1)Call number: 005.133 G427.

Machine learning systems : designs that scale / Jeff Smith ; foreword by Sean Owen. by
Material type: Text Text; Format: electronic ; Literary form: Not fiction
Publisher: Shelter Island, New York : Manning Publications Co., 2018Copyright date: ©2018
Availability: Items available for loan: Main Library (1)Call number: 509.2 Sm642.

Keras to Kubernetes : [electronic resource] the journey of a machine learning model to production / Dattaraj Rao by
Material type: Text Text; Format: electronic ; Literary form: Not fiction
Publication details: Indianapolis, IN : John Wiley & Sons, 2019
Availability: Items available for loan: Main Library (1)Call number: 006.31 R215.

Hands-on machine learning with Scikit-Learn and TensorFlow : concepts, tools, and techniques to build intelligent systems / Aurélien Géron. by
Edition: First edition.
Material type: Text Text; Format: electronic ; Literary form: Not fiction
Publisher: Beijing ; Boston : O'Reilly Media, 2017Copyright date: ©2017
Availability: Items available for loan: Main Library (1)Call number: 006.31 G377.

Practical machine learning with Python : a problem-solver's guide to building real-world intelligent systems / Dipanjan Sarkar, Raghav Bali, Tushar Sharma by
Material type: Text Text; Format: available online remote; Literary form: Not fiction
Publisher: [United States] : Apress, 2018Distributor: New York, NY : Distributed to the Book trade worldwide by Springer Copyright date: 2018
Availability: Items available for loan: Main Library (1)Call number: 006.3/1 Sa245.

Industrial applications of machine learning / Pedro Larrañaga.....[et.al.] by Series: Data mining and knowledge series
Material type: Text Text; Format: electronic ; Literary form: Not fiction
Publisher: Boca Raton, Florida : CRC Press, 2019
Availability: Items available for loan: Main Library (1)Call number: 006.3/1 In42.

Machine learning paradigms : advances in data analytics / [edited by] George A. Tsihrintzis, Dionisios N. Sotiropoulos, Lakhmi C. Jain by Series: Intelligent systems reference library ; v. 149.
Material type: Text Text; Format: available online remote; Literary form: Not fiction
Publisher: Cham, Switzerland : Springer, [2019]Copyright date: ©2019
Availability: Items available for loan: Main Library (1)Call number: 006.312 M149.

The beauty of mathematics in computer science / Jun Wu ; translated from the Chinese edition by Rachel Wu and Yuxi Candice Wang by
Material type: Text Text; Format: electronic ; Literary form: Not fiction
Publisher: Boca Raton, FL : CRC Press, Taylor & Francis Group, [2019]Copyright date: ℗♭2019
Availability: Items available for loan: Main Library (1)Call number: 004.01/51 W959.

Introduction to deep learning using R : a step-by-step guide to learning and implementing deep learning models using R / Taweh Beysolow II by
Material type: Text Text; Format: available online remote; Literary form: Not fiction
Publisher: [Place of publication not identified] : Springer Science and Business Media : Apress, 2017
Availability: Items available for loan: Main Library (1)Call number: 650 B573.

Machine learning in radiation oncology : theory and applications / [edited by] Issam El Naqa, Ruijiang Li, Martin J. Murphy by
Material type: Text Text; Format: available online remote; Literary form: Not fiction
Publisher: Cham : Springer, 2015Copyright date: 2015
Availability: Items available for loan: Main Library (1)Call number: 610.28 M149.

Deep learning : fundamentals, theory and applications / Kaizhu Huang. by
Material type: Text Text; Format: electronic ; Literary form: Not fiction
Publisher: New York, NY : Springer Berlin Heidelberg, 2019Copyright date: c2019
Availability: Items available for loan: Balanga Library (1)Call number: 006.31.

Machine learning and deep learning using Python and Tensorflow / Venkat Reddy Konasani and Shailendra Kadre. by
Material type: Text Text; Format: electronic ; Literary form: Not fiction
Publisher: New York : McGraw-Hill, 2021Copyright date: 2021
Availability: Items available for loan: Main Library (1)Call number: 006.31 K82.

Machine learning [electronic resource] : a practical approach on the statistical learning theory / Rodrigo Fernandes de Mello, Moacir Antonelli Ponti. by
Material type: Text Text; Format: electronic ; Literary form: Not fiction
Publication details: Cham, Switzerland : Springer, 2018
Availability: Items available for loan: Main Library (1)Call number: 006.3/1 D376.

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Bataan Peninsula State University

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Branches :

Abucay Campus: Bangkal, Abucay, Bataan, 2114
Bagac Campus: Bagumbayan, Bagac, Bataan 2107
Balanga Campus: Don Manuel Banzon Ave., Poblacion, City of Balanga, Bataan 2100
Dinalupihan Campus: San Ramon, Dinalupihan, Bataan, 2110
Orani Campus: Bayan, Orani, Bataan, 2112
Main Campus: Capitol Compound, Tenejero, City of Balanga, Bataan 2100

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