Library

SUBJECTS (1-37 of 37)

Machine Learning

1 Mark		Applied machine learning explainability techniques : best practices for making ML algorithms interpr Bhattacharya, Aditya, author. Birmingham : Packt Publishing, 2022. Access this resource online	2022 EBOOKS

Mark

Bayesian artificial intelligence
Korb, Kevin B.
Boca Raton, Fla. : Chapman & Hall/CRC, 2003.

2003
BOOK

LOCATION	SHELVED AT	LOAN TYPE	STATUS
BJL 3rd Floor	QA 279.5 K8	8 WEEK LOAN	AVAILABLE

Mark

Bayesian reasoning and machine learning
Barber, David, 1968-
Cambridge : Cambridge University Press, 2012.

2012
BOOK

LOCATION	SHELVED AT	LOAN TYPE	STATUS
BJL 3rd Floor	QA 267 B2	8 WEEK LOAN	AVAILABLE
BJL 3rd Floor	QA 267 B2	8 WEEK LOAN	AVAILABLE

Mark

C4.5 : programs for machine learning.
Quinlan, John R., 1943-
San Mateo, Calif. : Morgan Kaufmann Publishers, 1993.

1993
BOOK

LOCATION	SHELVED AT	LOAN TYPE	STATUS
BJL 3rd Floor	Q 325.5 Q7	8 WEEK LOAN	AVAILABLE

Mark

Data-driven science and engineering : machine learning, dynamical systems, and control
Brunton, Steven L. (Steven Lee), 1984- author.
Cambridge : Cambridge University Press, 2022.

2022
BOOK

LOCATION	SHELVED AT	LOAN TYPE	STATUS
BJL Reading Room 1st floor HDC	TA330 .B78	4 WEEK LOAN	AVAILABLE

6 Mark		Data science Kelleher, John D., 1974- author. Cambridge, Massachusetts ; London, England : The MIT Press, [2018] Access this resource online	2018 EBOOKS

Mark

Data science
Kelleher, John D., 1974- author.
Cambridge, Massachusetts : The MIT Press, [2018]

2018
BOOK

LOCATION	SHELVED AT	LOAN TYPE	STATUS
BJL Reading Room 1st floor HDC	QA76.9.B45 K45	4 WEEK LOAN	AVAILABLE

8 Mark		Data science and machine learning with Python - hands on! Kane, Frank, author. Birmingham : Packt Publishing, 2017. Access this resource online	2017 EBOOKS

Mark

Deep learning
Goodfellow, Ian, author.
Cambridge, Massachusetts : The MIT Press, [2016]

2016
BOOK

LOCATION	SHELVED AT	LOAN TYPE	STATUS
BJL Reading Room 1st floor HDC	Q325.5 .G66 2016	4 WEEK LOAN	AVAILABLE
BJL Reading Room 1st floor HDC	Q325.5 .G66 2016	4 WEEK LOAN	DUE 07-05-24
BJL Reading Room 1st floor HDC	Q325.5 .G66 2016	4 WEEK LOAN	AVAILABLE

Click to view copies/volumes at all libraries

Mark

Deep learning with Python
Chollet, François, author.
Shelter Island : Manning, [2018]

2018
BOOK

LOCATION	SHELVED AT	LOAN TYPE	STATUS
BJL Reading Room 1st floor HDC	Q325.5 .C46	4 WEEK LOAN	LOST IN LIB

11 Mark		Deep learning with Python Chollet, Francois, author. Shelter Island, New York : Manning Publications Co. LLC, [2021] Access this resource online	2021 EBOOKS

12 Mark		Federated learning : a comprehensive overview of methods and applications Cham, Switzerland : Springer, [2022] Access this resource online	2022 EBOOKS

13 Mark		A first course in machine learning Rogers, Simon, author. Boca Raton : CRC Press, [2017] Access this resource online	2017 EBOOKS

Mark

Genetic algorithms in search, optimization, and machine learning.
Goldberg, David E. (David Edward), 1953-
Reading, Mass. : Addison-Wesley, 1989.

1989
BOOK

LOCATION	SHELVED AT	LOAN TYPE	STATUS
BJL 3rd Floor	QA 402.5 G6	8 WEEK LOAN	AVAILABLE
BJL 3rd Floor	QA 402.5 G6	8 WEEK LOAN	DUE 20-05-24

15 Mark		Genetic algorithms in search, optimization, and machine learning. Goldberg, David E. (David Edward), 1953- Noida, India. : Dorling Kindersley under licence from Pearson, 1989.	1989 BOOK

Mark

Hands-on data science and Python machine learning : perform data mining and machine learning efficie
Kane, Frank, author.
Birmingham : Packt, 2017.

2017
BOOK

LOCATION	SHELVED AT	LOAN TYPE	STATUS
BJL Reading Room 1st floor HDC	QA76.9.D343 K3	7 DAYS	AVAILABLE

17 Mark		A hands-on introduction to machine learning Shah, Chirag, author. Cambridge, England ; New York, NY : Cambridge University Press, 2023. Access this resource online	2023 EBOOKS

Mark

Hands-on machine learning with Scikit-Learn, Keras and TensorFlow : concepts, tools, and techniques
Géron, Aurélien author.
Beijing : O'Reilly, 2019.

2019
BOOK

LOCATION	SHELVED AT	LOAN TYPE	STATUS
BJL Reading Room 1st floor HDC	Q325.5 .G47	4 WEEK LOAN	LOST IN LIB

19 Mark		Hands-on Machine Learning with Scikit-Learn, Keras, and TensorFlow : concepts, tools, and techniques Géron, Aurélien, author. Beijing : O'Reilly, [2019] Access this resource online	2019 EBOOKS

Mark

Interpretable machine learning ; a guide for making black box models explainable
Molnar, Christoph, author.
Munich : Christoph Molnar, 2022.

Access this resource online

2022
BOOK

LOCATION	SHELVED AT	LOAN TYPE	STATUS
BJL Reading Room 1st floor HDC	Q 325.75 M7	4 WEEK LOAN	AVAILABLE

Mark

Introduction to machine learning.
Alpaydin, Ethem.
London : MIT Press, 2004.

2004
BOOK

LOCATION	SHELVED AT	LOAN TYPE	STATUS
BJL 3rd Floor	Q 325.5 A4	8 WEEK LOAN	AVAILABLE

Mark

Introduction to machine learning
Alpaydin, Ethem.
Cambridge, Mass. ; London : MIT Press, 2010.

2010
BOOK

LOCATION	SHELVED AT	LOAN TYPE	STATUS
BJL 3rd Floor	Q 325.5 A4	8 WEEK LOAN	AVAILABLE
BJL 3rd Floor	Q 325.5 A4	8 WEEK LOAN	AVAILABLE
BJL 3rd Floor	Q 325.5 A4	8 WEEK LOAN	AVAILABLE

Mark

An introduction to support vector machines : and other kernel-based learning methods
Cristianini, Nello.
Cambridge : Cambridge University Press, 2000.

2000
BOOK

LOCATION	SHELVED AT	LOAN TYPE	STATUS
BJL 3rd Floor	Q 325.5 C9	8 WEEK LOAN	AVAILABLE
BJL 3rd Floor	Q 325.5 C9	8 WEEK LOAN	AVAILABLE

Mark

Kernel methods for pattern analysis
Shawe-Taylor, John.
Cambridge : Cambridge University Press, 2004.

2004
BOOK

LOCATION	SHELVED AT	LOAN TYPE	STATUS
BJL 3rd Floor	Q 325.5 S5	8 WEEK LOAN	AVAILABLE
BJL 3rd Floor	Q 325.5 S5	8 WEEK LOAN	AVAILABLE

Mark

Learning in humans and machines : towards an interdisciplinary learning science

New York : Pergamon, 1995.

1995
BOOK

LOCATION	SHELVED AT	LOAN TYPE	STATUS
BJL 5th Floor	LB 1060 L4	8 WEEK LOAN	AVAILABLE

Mark

Machine learning.
Mitchell, Tom M., 1951-
New York : McGraw-Hill, c1997.

c1997
BOOK

LOCATION	SHELVED AT	LOAN TYPE	STATUS
BJL Reading Room 1st floor HDC	Q 325.5 M6	4 WEEK LOAN	AVAILABLE
BJL Reading Room 1st floor HDC	Q 325.5 M6	4 WEEK LOAN	AVAILABLE

27 Mark		Machine learning : a probabilistic perspective Murphy, Kevin P., 1970- Cambridge, MA : MIT Press, c2012. Access this resource online	c2012 EBOOKS

Mark

Machine learning and data mining : introduction to principles and algorithms
Kononenko, Igor, 1959-
Chichester : Horwood Publishing, 2007.

2007
BOOK

LOCATION	SHELVED AT	LOAN TYPE	STATUS
BJL 3rd Floor	Q 325.5 K8	8 WEEK LOAN	AVAILABLE
BJL 3rd Floor	Q 325.5 K8	8 WEEK LOAN	AVAILABLE
BJL 3rd Floor	Q 325.5 K8	8 WEEK LOAN	AVAILABLE

Mark

Machine learning for financial engineering

London : Imperial College Press, c2012.

c2012
BOOK

LOCATION	SHELVED AT	LOAN TYPE	STATUS
BJL 5th Floor	HG 176.7 M1	8 WEEK LOAN	AVAILABLE

Mark

Machine learning for high-risk applications : approaches to responsible AI
Hall, Patrick (Professor), author.
Beijing : O'Reilly, 2023.

2023
BOOK

LOCATION	SHELVED AT	LOAN TYPE	STATUS
BJL Reading Room 1st floor HDC	Q325.5 .H3	4 WEEK LOAN	DUE 10-05-24

31 Mark		Machine learning refined : foundations, algorithms, and applications Watt, Jeremy. Cambridge : Cambridge University Press, 2016. Access this resource online	2016 EBOOKS

Mark

Machine learning safety
Huang, Xiaowei, author.
Singapore : Springer Nature Singapore, 2022.

2022
BOOK

LOCATION	SHELVED AT	LOAN TYPE	STATUS
BJL Reading Room 1st floor HDC	Q325.5	4 WEEK LOAN	AVAILABLE

Mark

Machine learning with R : expert techniques for predictive modeling
Lantz, Brett, author.
Birmingham : Packt, April 2019.

2019
BOOK

LOCATION	SHELVED AT	LOAN TYPE	STATUS
BJL Reading Room 1st floor HDC	Q325.5 .L367	4 WEEK LOAN	AVAILABLE
BJL Reading Room 1st floor HDC	Q325.5 .L367	4 WEEK LOAN	DUE 20-04-24
BJL Reading Room 1st floor HDC	Q325.5 .L367	4 WEEK LOAN	AVAILABLE

34 Mark		Machine learning with R - Second Edition Lantz, Brett. Birmingham : Packt Publishing, 2015. Access this resource online	2015 EBOOKS

Mark

The master algorithm : how the quest for the ultimate learning machine will remake our world
Domingos, Pedro, author.
UK : Penguin Books, 2017.

2017
BOOK

LOCATION	SHELVED AT	LOAN TYPE	STATUS
BJL Reading Room 1st floor HDC	HM851 .D6	4 WEEK LOAN	DUE 13-05-24

36 Mark		Pattern recognition and machine learning Bishop, Christopher M. New York : Springer, c2006.	c2006 BOOK

37 Mark		Python Machine Learning Lee, Wei-Meng, author. Hoboken, New Jersey : John Wiley & Sons, Inc., 2019. Access this resource online	2019 EBOOKS