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1.
Machine Learning Tom M. Mitchell. by Series: McGraw-Hill series in computer science
Publication details: Chennai : McGraw Hill Education (India) Ltd., 2017
Availability: Items available for loan: Central Library, IISER Bhopal (2)Call number: 006.31 M695M, ... Items available for reference: Central Library, IISER Bhopal: Not For Loan (2)Call number: 006.31 M695M, ... Not available: Central Library, IISER Bhopal: Checked out (1).

2.
Deep learning Ian Goodfellow, Yoshua Bengio, and Aaron Courville. by Series: Adaptive computation and machine learning
Publication details: Cambridge: The MIT Press, 2016
Availability: Items available for reference: Central Library, IISER Bhopal: Not For Loan (1)Call number: 006.31 G61D. Not available: Central Library, IISER Bhopal: Checked out (1).

3.
Machine learning : a probabilistic perspective Kevin P. Murphy. by Series: Adaptive computation and machine learning series
Publication details: Cambridge, MA : MIT Press, c2012
Availability: Items available for reference: Central Library, IISER Bhopal: Not For Loan (1)Call number: 006.31 M954M. Not available: Central Library, IISER Bhopal: Checked out (1).

4.
Pattern recognition and machine learning Christopher M. Bishop. by Series: Information science and statistics
Publication details: New York : Springer, 2006
Availability: Items available for loan: Central Library, IISER Bhopal (1)Call number: 006.4 B622P. Items available for reference: Central Library, IISER Bhopal: Not For Loan (1)Call number: 006.4 B622P.

5.
The elements of statistical learning : data mining, inference, and prediction Trevor Hastie, Robert Tibshirani, Jerome Friedman. by Series: Springer series in statistics
Edition: 2nd ed.
Publication details: New York, NY : Springer, 2017
Availability: Items available for reference: Central Library, IISER Bhopal: Not For Loan (1)Call number: 519.5 H279E2.

6.
Hands-on machine learning with Scikit-Learn and TensorFlow : concepts, tools, and techniques to build intelligent systems Aurélien Géron. by
Edition: First edition.
Publication details: Mumbai: Shroff Publishers & Distributors, 2019
Availability: Items available for reference: Central Library, IISER Bhopal: Not For Loan (1)Call number: 006.31 G319H.

7.
TensorFlow for deep learning : from linear regression to reinforcement learning Bharath Ramsundar and Reza Bosagh Zadeh. by
Edition: First edition.
Publication details: Mumbai: Shroff Publishers and Distributors, 2018
Availability: Items available for reference: Central Library, IISER Bhopal: Not For Loan (1)Call number: 006.31 R149T.

8.
Deep learning : a visual approach Andrew Glassner. by
Publication details: San Francisco: No Starch Press, 2021
Availability: Items available for reference: Central Library, IISER Bhopal: Not For Loan (1)Call number: 006.31 G549D.

9.
Pattern recognition and machine learning Christopher M. Bishop. by Series: Information science and statistics
Publication details: New York : Springer, 2006
Availability: Items available for loan: Central Library, IISER Bhopal (6)Call number: 006.4 B622P, ... Items available for reference: Central Library, IISER Bhopal: Not For Loan (2)Call number: 006.4 B622P, ...

10.
Machine learning with quantum computer by
Edition: 2nd ed.
Publication details: Switzarland: Springer Nature, 2021
Availability: Items available for loan: Central Library, IISER Bhopal (1)Call number: 006.31 Sch81M2. Items available for reference: Central Library, IISER Bhopal: Not For Loan (1)Call number: 006.31 Sch81M2.

11.
Understanding deep learning Simon J. D. Prince. by
Publication details: Cambridge: The MIT Press, 2023
Availability: Items available for reference: Central Library, IISER Bhopal: Not For Loan (1)Call number: 006.31 P935U. Not available: Central Library, IISER Bhopal: Checked out (3).

12.
Mathematics for machine learning Marc Peter Deisenroth, A. Aldo Faisal, Cheng Soon Ong. by
Publication details: Cambridge: Cambridge University Press, 2021
Availability: Items available for reference: Central Library, IISER Bhopal: Not For Loan (2)Call number: 006.31 D368M, ... Not available: Central Library, IISER Bhopal: Checked out (3).

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