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Introduction to machine learning

by Alpaydin, Ethem.

Material type: Text Text; Format: print ; Literary form: Not fiction Publisher: NEW DELHI PRENTICE HALL OF INDIA 2004Availability: Items available for loan: College of Electrical & Mechanical Engineering (CEME)Call number: 006.31 ALP (1).
Machine learning

by Mitchell , Tom M.

Material type: Text Text; Format: print ; Literary form: Not fiction Publisher: NEW YORK MCGRAW HILL 1997Availability: Items available for loan: College of Electrical & Mechanical Engineering (CEME)Call number: 006.31 MIT (1).
Pattern recognition and machine learning

by Bishop, Christopher M.

Material type: Text Text; Format: print ; Literary form: Not fiction Publisher: SINGAPORE SPRINGER 2006Availability: Items available for loan: College of Electrical & Mechanical Engineering (CEME)Call number: 006.4 BIS (1).
Optimization for machine learning

by Sra, Suvrit , Nowozin, Sebastian , Wright, Stephen.J.

Material type: Text Text; Format: print ; Literary form: Not fiction Publisher: USA: MIT, 2012Availability: Items available for loan: College of Electrical & Mechanical Engineering (CEME)Call number: 006.31 OPT (2).
A first course in machine learning

by Rogers, Simon, Girolami, Mark.

Material type: Text Text; Format: print ; Literary form: Not fiction Publisher: LONDON CRC PRESS 2012Availability: Items available for loan: College of Electrical & Mechanical Engineering (CEME)Call number: 006.31 ROG (1).
Machine learning with svm and other kernel methods

by Soman, K.P, Loganathan, R, Ajay, V.

Material type: Text Text; Format: print ; Literary form: Not fiction Publisher: NEW DELHI PRENTICE HALL OF INDIA 2011Availability: Items available for loan: College of Electrical & Mechanical Engineering (CEME)Call number: 006.31 SOM (1).
TH-SOF-1713-A Machine Learning Framework for Improving Diagnosability of a Reconfigurable Manufacturing System

by MUHAMMAD FAISAL RANA | Supervisor DR SAJID ULLAH BUTT.

Material type: Text Text Publisher: ISLAMABAD NUST COLLEGE OF EME 2017Availability: Items available for loan: College of Electrical & Mechanical Engineering (CEME)Call number: 200 THE (1).
TH-SOF-1712- An Empirical Model Based Optimal Architecture for N-Bits M-Points Fast Fourier Transform

by Muhammad Ghashan Ali | Supervisor Dr. Shoab Ahmed Khan Co-Supervisor Dr. Sajid Gul Khawaja.

Material type: Text Text Publisher: ISLAMABAD NUST COLLEGE OF EME 2019Availability: Items available for loan: College of Electrical & Mechanical Engineering (CEME)Call number: 200 THE (1).
Intelligence the eye the brain and the computer

by Fischler, M. A Firchein, Q.

Material type: Text Text; Format: print ; Literary form: Not fiction Publisher: ENGLAND ADDISON WESLEY 1987Availability: Items available for loan: College of Electrical & Mechanical Engineering (CEME)Call number: 006.3 FIS'I (1).
Autonomous learning from the environment

by Shen, Wei-Min.

Material type: Text Text; Format: print ; Literary form: Not fiction Publisher: NEWYORK COMPUTER SCIENCE 1994Availability: Items available for loan: College of Electrical & Mechanical Engineering (CEME)Call number: 006.3 SHE (1).
Machine learning and statistics the inerface

by Taylor, C.C Nakhaeizadeh, G.

Material type: Text Text; Format: print ; Literary form: Not fiction Publisher: NEW YORK JOHN WILEY 1997Availability: Items available for loan: College of Electrical & Mechanical Engineering (CEME)Call number: 006.31 MAC (2).
Practical MATLAB Deep Learning : A Project-Based Approach

by Paluszek, Michael | Thomas, Stephanie.

Material type: Text Text Publisher: New York: Apress, 2020Availability: Items available for loan: College of Electrical & Mechanical Engineering (CEME)Call number: 006.31 PAL (1).
Probabilistic machine learning for civil engineers / James-A. Goulet.

by Goulet, James-A [author.].

Material type: Text Text; Format: print ; Literary form: Not fiction Publisher: Cambridge, Massachusetts : The MIT Press, 2020Copyright date: ©2019Availability: Items available for loan: School of Civil and Environmental Engineering (SCEE)Call number: 006.31 GOU (1).
Mathematics for machine learning / Marc Peter Deisenroth, A. Aldo Faisal, Cheng Soon Ong.

by Deisenroth, Marc Peter [author.] | Faisal, A. Aldo [author.] | Ong, Cheng Soon [author.].

Material type: Text Text; Format: print ; Literary form: Not fiction Publisher: Cambridge ; New York, NY : Cambridge University Press, 2020Availability: No items available : Checked out (1).
Introduction to data mining and analytics with machine learning in R and Python / Kris Jamsa.

by Jamsa, Kris, 1960-.

Material type: Text Text; Format: print ; Literary form: Not fiction Publisher: Burlington, Massachusetts : Jones & Bartlett Learning, [2021]Copyright date: ©2021Availability: Items available for reference: Military College of Signals (MCS) Not for loanCall number: 006.312,JAM (1). :
Deep Learning in Computer Vision: Principles and Applications

by Hassaballah, Mahmoud | Awad, Ali Ismail.

Material type: Text Text Publisher: Boca Raton: CRC Press, 2020Availability: Items available for loan: College of Electrical & Mechanical Engineering (CEME)Call number: 006.37 DEE (2).
Deep learning / Ian Goodfellow, Yoshua Bengio, and Aaron Courville.

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

Material type: Text Text; Format: print ; Literary form: Not fiction Publisher: Cambridge, Massachusetts : The MIT Press, [2016]Copyright date: ©2016Availability: No items available : Checked out (1).
Hands-On Machine Learning with Scikit-Learn and TensorFlow: Concepts, Tools, And Techniques to Build Intelligent Systems

by Géron, Aurélien.

Edition: 2nd EditionMaterial type: Text Text Publisher: Sebastopol: O'Reilly Media, 2019Availability: Items available for loan: College of Electrical & Mechanical Engineering (CEME)Call number: 006.31 GER (2).
Machine Learning / Saikat Dutt, Subramanian Chandramouli et.

by Dutt, Saikat.

Material type: Text Text Publisher: Pearson India 2019Availability: No items available : Checked out (1).
Deep Learning

by Goodfellow, Ian | Bengio, Yoshua. Courville, Aaron.

Material type: Text Text Publisher: London: The MIT Press, 2016Availability: Items available for loan: College of Electrical & Mechanical Engineering (CEME)Call number: 280 SCB (3). Checked out (1).
Introduction to machine learning / Ethem Alpaydin,

by Alpaydin, Ethem.

Edition: 3rd EditionMaterial type: Text Text Publisher: MIT Press U.S.A 2014Availability: No items available : Checked out (1).
A first course in machine learning / Simon Rogers, Mark Girolami.

by Rogers, Simon, 1979- | Girolami, Mark, 1963-.

Material type: Text Text; Format: print ; Literary form: Not fiction Publisher: Boca Raton : CRC Press, 2017Availability: Items available for reference: Military College of Signals (MCS) Not for loanCall number: 006.31,ROG (1). :
Artificial Intelligence by Example: Acquire Advanced AI, Machine Learning, and Deep Learning Design Skills

by Rothman, Denis.

Edition: 2nd EditionMaterial type: Text Text Publisher: Birmingham: PACKT Publishing, 2020Availability: Items available for loan: College of Electrical & Mechanical Engineering (CEME)Call number: 280 SCB (1). Checked out (1).
Deep learning for the life sciences : applying deep learning to genomics, microscopy, drug discovery and more / Bharath Ramsundar, Peter Eastman, Patrick Walters, & Vijay Pande.

by Ramsundar, Bharath [author.] | Eastman, Peter (Software developer) [author.] | Walters, Patrick [author.] | Pande, Vijay [author.].

Edition: First edition.Material type: Text Text; Format: print ; Literary form: Not fiction Publisher: Sebastopol, CA : O'Reilly Media, [2019]Copyright date: ©2019Availability: Items available for loan: Atta-ur-Rahman School of Applied Biosciences (ASAB)Call number: 570.285 DEE 2019 3499 (1).
Fundamentals of machine learning / Thomas P. Trappenberg, Dalhousie University.

by Trappenberg, Thomas P [author.].

Edition: First edition.Material type: Text Text; Format: print ; Literary form: Not fiction Publisher: Oxford, United Kingdom : Oxford University Press, ©2020Availability: No items available : Checked out (1).
MATLAB deep learning : with machine learning, neural networks and artificial intelligence / Phil Kim.

by Kim, Phil (programmer) [author.].

Material type: Text Text; Format: print ; Literary form: Not fiction Publisher: [New York, NY] : Apress, [2017]Availability: Items available for loan: School of Mechanical & Manufacturing Engineering (SMME)Call number: 006.31 KIM (1).
Pattern recognition and machine learning / Christopher M. Bishop

by M. Bishop, Christopher.

Material type: Text Text Publisher: Springer U.K 2006Availability: Items available for reference: Military College of Signals (MCS) Not for loanCall number: 621.399,BIS (1). :
Hands-on machine learning with Scikit-Learn, Keras, and TensorFlow : concepts, tools, and techniques to build intelligent systems / Aurelien Geron.

by Geron, Aurelien [author.].

Edition: Second edition.Material type: Text Text; Format: print ; Literary form: Not fiction Publisher: Beijing [China] ; Sebastopol, CA : O'Reilly Media, Inc., 2019Availability: No items available : Checked out (1).
Machine Learning in Industry

by Datta, Shubhabrata | Davim, J. Paulo.

Material type: Text Text Publisher: Switzerland: Springer, 2022Availability: Items available for loan: College of Electrical & Mechanical Engineering (CEME)Call number: 006.31 DAT (2).
Intelligent Systems and Machine Learning for Industry: Advancements, Challenges, and Practices

by Anisha, P.R | Kumar Reddy, C. Kishor Nguyen, Nhu Gia Bhushan, Megha Kumar, Ashok Hanafiah, Marlia Mohd.

Material type: Text Text Publisher: Boca Raton: CRC Press, 2023Availability: Items available for loan: College of Electrical & Mechanical Engineering (CEME)Call number: 006.31 INT (2).
Data-driven approaches for health care : machine learning for identifying high utilizers / Chengliang Yang, Chris Delcher, Elizabeth Shenkman, Sanjay Ranka.

by Yang, Chengliang (Of University of Florida) [author.] | Delcher, Chris [author.] | Shenkman, Elizabeth [author.] | Ranka, Sanjay [author.].

Material type: Text Text; Format: print ; Literary form: Not fiction Publisher: Boca Raton : CRC Press, [2020]Availability: Items available for loan: School of Mechanical & Manufacturing Engineering (SMME)Call number: 362.1068 YAN (1).
Machine Learning and Deep Learning Using Python and Tensorflow

by Konasani, Venkata Reddy | Kadre, Shailendra.

Material type: Text Text Publisher: New York: McGraw Hill, 2021Availability: No items available : Checked out (1).
Dive into deep learning / Aston Zhang (Amazon Web Services), Zachary C. Lipton (Carnegie Mellon University, Pennsylvania), Mu Li (Amazon Web Services), Alexander J. Smola (Amazon Web Services).

by Zhang, Aston [author.] | Lipton, Zachary C [author.] | Li, Mu (Computer scientist) [author.] | Smola, Alexander J [author.].

Material type: Text Text; Format: print ; Literary form: Not fiction Publisher: Cambridge, United Kingdom ; Online access: Click here to access online Availability: Items available for loan: Central Library (CL)Call number: 006.3/1 DIV (2).
Fundamentals of machine learning for predictive data analytics : algorithms, worked examples, and case studies / John D. Kelleher, Brian MacNamee and Aoife D'Arcy.

by Kelleher, John D, 1974- [author.] | Mac Namee, Brian [author.] | D'Arcy, Aoife, 1978- [author.].

Edition: Second edition.Material type: Text Text; Format: print ; Literary form: Not fiction Publisher: Cambridge, Massachusetts : The MIT Press, 2020Online access: Click here to access online Availability: Items available for loan: Central Library (CL)Call number: 280 SCB (1). Checked out (1).
Numerical algorithms: methods for computer vision, machine learning and graphics/ Justin Solomon

by Solomon, Justin.

Material type: Text Text Publisher: Boca Raton: CRC press; 2015Online access: Click here to access online Availability: Items available for loan: Central Library (CL)Call number: 280 SCB (1). Checked out (1).
Deep learning for natural language processing / Stephan Raaijmakers.

by Raaijmakers, Stephan [author.].

Material type: Text Text Publisher: Shelter Island, New York: Manning publications; 2022Online access: Click here to access online Availability: Items available for loan: Central Library (CL)Call number: 006.3/5 RAA (2).
Generative deep learning : teaching machines to paint, write, compose, and play / David Foster ; foreword by Karl Friston.

by Foster, David (Business consultant) [author.] | Friston, K. J.

Edition: Second edition.Material type: Text Text Publisher: Beijing: Oreilly media.inc; 2023Online access: Click here to access online Availability: Items available for loan: Central Library (CL)Call number: 280 SCB (1). Checked out (1).
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 Text Online access: Click here to access online Availability: Items available for loan: Central Library (CL)Call number: 006.31 GER (1). Pending hold (1).
Designing machine learning systems : an iterative process for production-ready applications / Chip Huyen.

by Huyen, Chip [author.].

Edition: First edition.Material type: Text Text Publisher: Beijing: Oreilly media, inc; 2022Online access: Click here to access online Availability: Items available for loan: Central Library (CL)Call number: 280 SCB (1). Checked out (1).
Deep learning with Python / François Chollet.

by Chollet, François [author.].

Edition: Second edition.Material type: Text Text Publisher: New York: Manning publications; 2021Online access: Click here to access online Availability: Items available for loan: Central Library (CL)Call number: 006.31 CHO (2).
Linear algebra and optimization for machine learning a textbook/ Charu C. Aggarwal

by Aggarwal, Charu C.

Material type: Text Text Publisher: Switzerland: Springer Nature; 2020Online access: Click here to access online Availability: Items available for loan: Central Library (CL)Call number: 280 SCB (1). Checked out (1).
Building machine learning and deep learning models on google cloud platform: a comprehensive guide for beginners/ Ekaba Bisong

by Bisong, Ekaba.

Material type: Text Text Publisher: Canada: Apress; 2019Online access: Click here to access online Availability: Items available for loan: Central Library (CL)Call number: 006.31 BIS (2).
Introduction to Machine Learning

by Alpaydin Ethem.

Edition: Second EditionMaterial type: Text Text Publisher: New Dehli: PHI Learning, 2010Availability: Items available for loan: College of Electrical & Mechanical Engineering (CEME)Call number: 006.31 ALP (1).
Genetic Algorithms in Search, Optimization, and Machine Learning

by David E. Goldberg.

Material type: Text Text Publisher: India: Pearson Education, 2000Availability: Items available for loan: College of Electrical & Mechanical Engineering (CEME)Call number: 670.28551 GEN (1).
Genet Algorithms in search optimization & machine Learning

by David E. Goldberg.

Material type: Text Text Publisher: New Delhi: Pearson education services, 2003Availability: Items available for loan: College of Electrical & Mechanical Engineering (CEME)Call number: 005.1 GOL (1).
Deep Learning Foundations and Concepts

by Bishop, Christopher M | Bishop, Hugh.

Material type: Text Text Publisher: Switzerland: Springer, 2024Availability: Items available for loan: College of Electrical & Mechanical Engineering (CEME)Call number: 006.31 BIS (1).
Machine learning for civil & environmental engineers : a practical approach to data-driven analysis, explainability, and causality / M. Z. Naser.

by Naser, M. Z [author.] | John Wiley & Sons [publisher.].

Material type: Text Text; Format: available online remote; Literary form: Not fiction Publisher: Hoboken, New Jersey : Wiley, [2023]Copyright date: ©2023Availability: No items available : Checked out (1).
Machine learning for absolute beginners / Oliver Theobald

by Theobald, Oliver.

Edition: 3rd ed.Material type: Text Text Publisher: India Simon & Schuster 2021Availability: Items available for reference: Military College of Signals (MCS) Not for loanCall number: 006.31,THE (1). :
AI-Driven Transformation of the SOC and SecOps / Adeel Shaikh Muhammad

by Muhammad, Adeel Shaik.

Edition: 2nd editionMaterial type: Text Text Publisher: Kindo 2025Availability: Items available for reference: Military College of Signals (MCS) Not for loanCall number: 200,MUH (1). :
Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow : Concepts, Tools, and Techniques to Build Intelligent Systems / Aurelien Geron

by Geron, Aurelien.

Edition: 3rd editionMaterial type: Text Text Publisher: Beijing [China] ; Sebastopol, CA : O'Reilly Media, Inc., 2023Availability: Items available for reference: Military College of Signals (MCS) Not for loanCall number: 006.31,GER (1). :
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