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1.
Probabilistic machine learning an introduction by Kevin P. Murphy by
  • Murphy, Kevin P,
Series: Adaptive computation and machine learning series ;
Material type: Text Book
Publication details: Massachusetts The MIT Press 2022
Availability: Items available for loan: Civil Engineering (1)Call number: 006.31 MUR.

2.
Probabilistic machine learning an introduction by Kevin P. Murphy by
  • Murphy, Kevin P,
Material type: Text Book
Publication details: London The MIT Press 2022
Availability: Items available for loan: JRD Tata Memorial Library (1)Call number: 006.31 MUR.

3.
Probabilistic Machine Learning An Introduction by Kevin P. Murphy by
  • Murphy, Kevin P,
Material type: Text Book
Publication details: London The MIT Press 2022
Availability: Items available for loan: Computer Science and Automation (1)Call number: 006.31 MUR.

4.
Design and development of non-Intrusive load monitoring techniques and solar photovoltaic-thermoelectric hybrid energy conversion systems by Gautam Anil Raiker; advised by Subba Reddy and L Umanand by
  • Raiker, Gautam Anil,
Material type: Text Book
Publication details: Bengaluru IISc 2022
Dissertation note: PhD; IISc; 2022
Availability: Items available for reference: JRD Tata Memorial Library: Not for loan (1)Call number: 621 GAU/D.

5.
Epistasis detection and phenotype prediction in GWAS using machine learning methods by Diksha Chaudhary; advised by Debnath Pal by
  • Chaudhary, Diksha,
Material type: Text Book
Publication details: Bengaluru IISc 2022
Dissertation note: MTech (Res); IISc; 2022
Availability: Items available for reference: JRD Tata Memorial Library: Not for loan (1)Call number: 600 DIK/E.

6.
Probabilistic machine learning an introduction by Kevin P. Murphy by
  • Murphy, Kevin P,
Material type: Text Book
Publication details: Massachusetts The MIT Press 2022
Availability: Items available for loan: JRD Tata Memorial Library (1)Call number: 006.31 MUR.

7.
Probabilistic machine learning an introduction by Kevin P. Murphy by
  • Murphy Kevin P,
Series: Adaptive computation and machine learning ;
Material type: Text Book
Publication details: Cambridge MIT Press 2022
Availability: Items available for loan: Electrical Engineering (1)Call number: 006.31 MUR.

8.
Performance characterization and optimizations of traditional ML applications by Harsh Kumar; advised by R Govindarajan by
  • Kumar, Harsh,
Material type: Text Book
Publication details: Bengaluru IISc 2022
Dissertation note: MTech (Res); IISc; 2022
Availability: Items available for reference: JRD Tata Memorial Library: Not for loan (1)Call number: 600 HAR/P.

9.
Probabilistic machine learning An introduction by Kevin P. Murphy by
  • Murphy, Kevin P,
Series: Adaptive computation and machine learning ;
Material type: Text Book
Publication details: Cambridge MIT Press 2022
Availability: Items available for loan: Computer Science and Automation (1)Call number: 006.31 MUR.

10.
Applied machine learning by
  • Gopal, M,
Edition: Second
Material type: Text Book
Publication details: Chennai Mc Graw Hil 2022
Availability: Items available for loan: Computer Science and Automation (1)Call number: 006.31 GOP.

11.
Probabilistic machine learning An introduction by Murphy, Kevin P. by
  • Murphy, Kevin P,
Material type: Text Book
Publication details: Cambirdge, Massachusetts MIT press 2022
Availability: Items available for loan: Computer Science and Automation (1)Call number: 006.31 MUR.

12.
High-throughput computational techniques for discovery of application-specific two-dimensional materials by Arnab Kabiraj; advised by Santanu Mahapatra by
  • Kabiraj, Arnab,
Material type: Text Book
Publication details: Bengaluru IISc 2022
Dissertation note: PhD; IISc; 2022
Availability: Items available for reference: JRD Tata Memorial Library: Not for loan (1)Call number: 600 ARN/H.

13.
The Kaggle book data analysis and machine learning for competitive data science By Banachewicz, Konrad and Massaron, Luca by
  • Banachewicz, Konrad,
Material type: Text Book
Publication details: Birmingham, UK. Packt Publishing 2022
Availability: Items available for loan: Computational Data Scince (1)Call number: 006.31 BAN.

14.
Deep learning illustrated A visual, interactive guide to artificial intelligence by Jon Krohn, Grant Beyleveld and Aglae Bassens by
  • Krohn, Jon,
Material type: Text Book
Publication details: Noida (India) Pearson 2022
Availability: Items available for loan: JRD Tata Memorial Library (1)Call number: 006.31 KRO.

15.
Understanding machine learning From theory to algorithms by Shai Shalev-Shwartz and Shai Ben-David by
  • Shalev-Shwartz, Shai,
Material type: Text Book
Publication details: Cambridge, UK Cambridge University Press 2022
Availability: Items available for loan: Computer Science and Automation (1)Call number: 006.31 SHA.

16.
Hands-on machine learning with Scikit-Learn and TensorFlow concepts, tools, and techniques to build intelligent systems by Aurelien Geron by
  • Géron, Aurélien,
Edition: 2nd ed. Fifth Indian reprint
Material type: Text Book
Publication details: Mumbai, India Shroff Publishers & Distributions (O'Reilly) 2022
Availability: Items available for loan: Solid State Chemistry Unit (1)Call number: 006.31 GER.

17.
High-dimensional data analysis with low-dimensional models Principles, computation, and applications by John Wright and Yi Ma by
  • Wright, John,
Material type: Text Book
Publication details: Cambridge, UK Cambridge University Press 2022
Availability: Items available for loan: Computational Data Scince (1)Call number: 006.31 WRI.

18.
Neural networks and learning machines by Simon Haykin by
  • Haykin, Simon,
Edition: 3rd ed
Material type: Text Book
Publication details: Noida, U.P., India Pearson 2022
Availability: Items available for loan: Computer Science and Automation (1)Call number: 006.32 HAY.

19.
Probabilistic machine learning An introduction by Kevin P. Murphy by
  • Murphy, Kevin P,
Material type: Text Book
Publication details: Cambridge, U.K. The MIT Press, Cambridge 2022
Availability: Items available for loan: Computer Science and Automation (1)Call number: 006.31 MUR.
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20.
Designing machine learning systems an iterative process for production-ready applications by Chip Huyen by
  • HUYEN, CHIP,
Edition: 1st ed
Material type: Text Book
Publication details: USA O'REILLY MEDIA 2022
Availability: Items available for loan: Computational Data Scince (1)Call number: 006.31 HUY.

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