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

Weidman, Seth [author.]

Edition: First edition.

Material type:

Text; Format: print

Publication details: India: Shroff Publishers and Distributors Pvt.Ltd., 2024

Availability: Items available for reference: Library, Independent University, Bangladesh (IUB): Not For Loan (2)Location, call number: Reference Stacks 006.32 W417d, ...

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An elementary introduction to statistical learning theory / Sanjeev Kulkarni, Gilbert Harman. by

Kulkarni, Sanjeev
Harman, Gilbert
Wiley InterScience (Online service)

Series: Wiley series in probability and statistics

Material type:

Text; Format: available online remote

; Literary form: Not fiction

Online resources:

Wiley Online Library

Availability: No items available.

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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: 2nd ed.

Material type:

Text; Format: print ; Literary form: Not fiction

Publication details: New York, NY : Springer, c2009

Availability: Items available for reference: Library, Independent University, Bangladesh (IUB): Not For Loan (2)Location, call number: Reference Stacks 006.31 H356e, ...

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Hands-on machine learning with Scikit-Learn, Keras and TensorFlow : concepts, tools, and techniques to build intelligent systems / Aurélien Géron. by

Géron, Aurélien [author.]

Edition: Third edition.

Material type:

Text; Format: print ; Literary form: Not fiction

Publication details: India: Shroff Publishers and Distributors Pvt.Ltd., 2022

Availability: Items available for reference: Library, Independent University, Bangladesh (IUB): Not For Loan (2)Location, call number: Reference Stacks 006.31 G377h, ...

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The Hundred - page machine learning book / Andriy Burkov by

Burkov, Andriy

Edition: 1st edition.

Material type:

Text

Publication details: Quebec City, Canada : Adriy Burkov, 2019

Availability: Items available for reference: Library, Independent University, Bangladesh (IUB): Not For Loan (2)Location, call number: Reference Stacks 006.31 H933, ...

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Introduction to machine learning / Ethem Alpaydin. by

Alpaydin, Ethem [author.]

Series: Adaptive computation and machine learning series

Edition: Fourth edition.

Material type:

Text; Format: print ; Literary form: Not fiction

Publication details: England: The MIT Press, 2020

Availability: Items available for reference: Library, Independent University, Bangladesh (IUB): Not For Loan (1)Location, call number: Reference Stacks 006.31 A319i.

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An Introduction to statistical learning: with applications in Python/ Gareth James, Daniela Witten, Trevor Hastie, Robert Tibshirani, Jonathan Taylor by

James, Gareth
Witten, Daniela
Hastie, Trevor

Series: Springer texts in Statistics

Material type:

Text; Literary form: Not fiction

Publication details: Switzerland: Springer nature Switzerland, 2023

Availability: Items available for reference: Library, Independent University, Bangladesh (IUB): Not For Loan (2)Location, call number: Reference Stacks 519.5 I6195, ...

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Machine learning : a probabilistic perspective / Kevin P. Murphy. by

Murphy, Kevin P, 1970-

Series: Adaptive computation and machine learning series

Material type:

Text; Format: print ; Literary form: Not fiction

Publication details: Cambridge, MA : MIT Press, c2012

Availability: Items available for reference: Library, Independent University, Bangladesh (IUB): Not For Loan (1)Location, call number: Reference Stacks 006.31 K439m.

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Machine learning in Python : essential techniques for predictive analysis / Michael Bowles. by

Bowles, Michael [author.]

Material type:

Text; Format: available online remote

; Literary form: Not fiction

Online resources:

Wiley Online Library

Availability: No items available.

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10.

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Machine learning under a modern optimization lens/ Dimitris Bertsimas, Jack Dunn, by

Bertsimas, Dimitris
Dunn, Jack

Material type:

Text; Format: microfiche festschrift

Publication details: Massachusetts : Dynamic Ideas LLC. 2019

Availability: Items available for reference: Library, Independent University, Bangladesh (IUB): Not For Loan (1)Location, call number: Reference Stacks 519.8 D5826m.

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11.

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Math for deep learning : what you need to know to understand neural networks / by Ronald T. Kneusel. by

Kneusel, Ronald T [author.]

Material type:

Text; Format: print ; Literary form: Not fiction

Publication details: San Francisco: No starch press, 2022

Availability: Items available for loan: Library, Independent University, Bangladesh (IUB) (1)Location, call number: General Stacks 006.310151 K689m. Items available for reference: Library, Independent University, Bangladesh (IUB): Not For Loan (1)Location, call number: Reference Stacks 006.310151 K689m.

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12.

Pattern recognition and machine learning / Christopher M. Bishop. by

Bishop, Christopher M

Series: Information science and statistics

Material type:

Text; Format: print ; Literary form: Not fiction

Publication details: New York : Springer, 2006

Online resources:

Publisher description
Table of contents only

Availability: Items available for reference: Library, Independent University, Bangladesh (IUB): Not For Loan (1)Location, call number: Reference Stacks 006.4 B6221p.

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13.

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Pattern recognition and machine learning / Christopher M. Bishop. by

Bishop, Christopher M

Series: Information science and statistics

Material type:

Text; Format: print ; Literary form: Not fiction

Publication details: New York : Springer, 2006

Online resources:

Publisher description
Table of contents only

Availability: Items available for reference: Library, Independent University, Bangladesh (IUB): Not For Loan (1)Location, call number: Reference Stacks 006.4 B6221p.

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14.

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Probabilistic machine learning : advanced topics / Kevin P. Murphy. by

Murphy, Kevin P, 1970- [author.]

Series: Adaptive computation and machine learning series

Material type:

Text; Literary form: Not fiction

Publication details: Cambridge, Massachusetts, The MIT Press 2023

Availability: Items available for reference: Library, Independent University, Bangladesh (IUB): Not For Loan (1)Location, call number: Reference Stacks 006.31015192 M9781p.

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15.

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Programming PyTorch for deep learning : creating and deploying deep learning applications / Ian Pointer. by

Pointer, Ian [author.]

Edition: First edition.

Material type:

Text; Format: print ; Literary form: Not fiction

Publication details: India: Shroff Publishers and Distributors Pvt.Ltd., 2019

Availability: Items available for reference: Library, Independent University, Bangladesh (IUB): Not For Loan (2)Location, call number: Reference Stacks 006.32 P751p, ...

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