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21.

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Information-theoretic methods in data science / edited by Miguel R. D. Rodrigues, Yonina C. Eldar. by

Rodrigues, R. D [editor]
Eldar, Yonina C [editor]

Material type:

Text; Format: print ; Literary form: Not fiction

Publication details: Cambridge, United Kingdom : Cambridge University Press 2021

Other title:

Information theoretic methods in data science

Availability: Items available for loan: H.T. Parekh Library (1)Call number: 006.312 INF.

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22.

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Alignment problem: machine learning and human values / Brian Christian. by

Christian, Brian, 1984- [author.]

Material type:

Text; Format: print ; Literary form: Not fiction

Publication details: New York, NY : W.W. Norton & Company, [2020]

Other title:

The alignment problem: machine learning and human values

Availability: Not available: H.T. Parekh Library: Checked out (1).

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23.

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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: 2nd edition.

Material type:

Text; Format: print ; Literary form: Not fiction

Publication details: New York Springer 2017

Other title:

The elements of statistical learning: data mining, inference, and prediction

Availability: Items available for loan: H.T. Parekh Library (1)Call number: 006.31 HAS.

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24.

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Elements of causal inference: foundations and learning algorithms / Jonas Peters, Dominik Janzing, and Bernhard Scholkopf by

Peters, Jonas
Janzing, Dominik
Scholkopf, Bernhard

Series: Adaptive computation and machine learning series

Material type:

Text; Format: print ; Literary form: Not fiction

Publication details: Cambridge, Massachuestts The MIT Press 2017

Availability: Items available for loan: H.T. Parekh Library (1)Call number: 006.31 PET.

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25.

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Deep learning with Python / Francois Chollet by

Chollet, Francois

Material type:

Text; Format: print ; Literary form: Not fiction

Publication details: Shelter Island Manning Publications Co. 2018

Availability: Items available for loan: H.T. Parekh Library (1)Call number: 005.133 CHO.

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26.

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Machine learning for designers / Patrick Hebron by

Hebron, Patrick

Material type:

Text; Format: print ; Literary form: Not fiction

Publication details: Mumbai O'Reilly/Shroff 2022

Availability: Items available for loan: H.T. Parekh Library (1)Call number: 006.31 HEB.

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27.

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Deep learning illustrated: a visual, interactive guide to artificial intelligence / Jon Krohn, Grant Beyleveld and Aglae Bassens by

Krohn, Jon
Beyleveld, Grant [author.]
Bassens, Aglae [author.]

Material type:

Text; Format: print ; Literary form: Not fiction

Publication details: Noida Pearson 2022

Availability: Items available for loan: H.T. Parekh Library (2)Call number: 006.31 KRO, ...

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28.

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Understanding machine learning: from theory to algorithms / Shai Shalev-Shwartz and Shai Ben-David by

Shalev-Shwartz, Shai
Ben-David, Shai

Material type:

Text; Format: print ; Literary form: Not fiction

Publication details: New Delhi Cambridge University Press 2023

Availability: Items available for loan: H.T. Parekh Library (1)Call number: 006.31 SHA.

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29.

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Foundations of machine learning / Mehryar Mohri, Afshin Rostamizadeh and Ameet Talwalkar by

Mohri, Mehryar
Rostamizadeh, Afshin [author.]
Talwalkar, Ameet [author.]

Series: Adaptive computation and machine learning

Edition: 2nd ed.

Material type:

Text; Format: print ; Literary form: Not fiction

Publication details: Cambridge The MIT Press 2018

Availability: Items available for loan: H.T. Parekh Library (1)Call number: 006.31 MOH.

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30.

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Introduction to computational learning theory / Michael J. Kearns and Umesh V. Vazirani by

Kearns, Michael J
Vazirani, Umesh V

Material type:

Text; Format: print ; Literary form: Not fiction

Publication details: Cambridge MIT Press c1994

Other title:

An introduction to computational learning theory

Availability: Items available for loan: H.T. Parekh Library (1)Call number: 006.3 KEA.

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31.

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Prediction, learning, and games / Nicolo Cesa-Bianchi and Gabor Lugosi by

Cesa-Bianchi, Nicolo
Lugosi, Gabor

Material type:

Text; Format: print ; Literary form: Not fiction

Publication details: Cambridge Cambridge University Press 2010

Availability: Items available for loan: H.T. Parekh Library (1)Call number: 519.3 CES.

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32.

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Becoming a data head: how to think, speak, and understand data science, statistics, and machine learning / Alex J. Gutman and Jordan Goldmeier by

Gutman, Alex J
Goldmeier, Jordan [author.]

Material type:

Text; Format: print ; Literary form: Not fiction

Publication details: Indianapolis Wiley 2021

Availability: Items available for loan: H.T. Parekh Library (1)Call number: 006.312 GUT.

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33.

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Learn Algorithmic Trading: Build and deploy algorithmic trading systems and strategies using Python and advanced data analysis / Sebastien Donadio and Sourav Ghosh by

Donadio, Sebastien

Material type:

Text; Format: print ; Literary form: Not fiction

Publication details: Birmingham Packt 2019

Availability: Items available for loan: H.T. Parekh Library (1)Call number: 006.31 DON.

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34.

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Deep learning / Ian Goodfellow, Yoshua Bengio and Aaron Courville by

Goodfellow, Ian
Bengio, Yoshua [author.]
Courville, Aaron [author.]

Series: Adaptive computation and machine learning

Material type:

Text; Format: print ; Literary form: Not fiction

Publication details: Cambridge The MIT Press 2016

Availability: Items available for loan: H.T. Parekh Library (3)Call number: 006.31 GOO, ...

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35.

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Machine Learning Using Python / Manaranjan Pradhan and U. Dinesh Kumar by

Pradhan, Manaranjan
Kumar, U Dinesh [author.]

Material type:

Text; Format: print ; Literary form: Not fiction

Publication details: New Delhi Wiley 2023

Availability: Items available for loan: H.T. Parekh Library (2)Call number: 005.133 PRA, ... Not available: H.T. Parekh Library: Withdrawn (1).

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36.

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Applied machine learning / M. Gopal. by

Gopal, M

Edition: 2nd edition.

Material type:

Text; Format: print ; Literary form: Not fiction

Publication details: Chennai McGraw-Hill Education, 2024

Availability: Items available for loan: H.T. Parekh Library (1)Call number: 005.133 GOP.

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37.

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Deep Learning: Core Concepts, Methods And Applications / M. Gopal by

Gopal, M

Material type:

Text; Format: print ; Literary form: Not fiction

Publication details: Noida Pearson 2023

Availability: Items available for loan: H.T. Parekh Library (1)Call number: 006.31 GOP.

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38.

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Foundational Python for Data Science / Kennedy Behrman by

Behrman, Kennedy

Series: Addison-Wesley Data & Analytics Series

Material type:

Text; Format: print ; Literary form: Not fiction

Publication details: Noida Pearson 2024

Availability: Items available for loan: H.T. Parekh Library (1)Call number: 006.31 BEH.

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39.

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Strategizing AI in Business and Education: Emerging Technologies and Business Strategy / Aleksandra Przegalinska and Dariusz Jemielniak by

Przegalinska, Aleksandra
Jemielniak, Dariusz [author.]

Series: Elements in Business Strategy

Material type:

Text; Format: print ; Literary form: Not fiction

Publication details: New York, Cambridge University Press, 2023

Online resources:

Click here to access online

Availability: Items available for loan: H.T. Parekh Library (1)Call number: 006.31 PRZ.

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40.

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Deep learning from scratch: building with Python from first principles / Seth Weidman. by

Weidman, Seth

Material type:

Text; Format: print ; Literary form: Not fiction

Publication details: Mumbai : O'Reilly/SPD, 2023

Availability: Not available: H.T. Parekh Library: Checked out (1).

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