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1 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

Fairness and machine learning : limitations and opportunities
Barocas, Solon, author.
Cambridge, Massachusetts : The MIT Press, [2023]

2023
BOOK

LOCATION	SHELVED AT	LOAN TYPE	STATUS
BJL Reading Room 1st floor HDC	Q325.5 .B36	4 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 04-06-24

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

5 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

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

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

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	Q 325.5 H8	4 WEEK LOAN	AVAILABLE

9 Mark		Artificial neural networks and machine learning -- ICANN 2021 : 30th International Conference on Art International Conference on Artificial Neural Networks (European Neural Network Society) (30th : 2021 : Online) Cham, Switzerland : Springer, 2021. Access this resource online	2021 EBOOKS

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

11 Mark		Advances in machine learning and computational intelligence : proceedings of ICMLCI 2019 Singapore : Springer, [2021] Access this resource online	2021 EBOOKS

Mark

Mathematics for machine learning
Deisenroth, Marc Peter, author.
Cambridge, United Kingdom ; New York, NY : Cambridge University Press, 2020.

2020
BOOK

LOCATION	SHELVED AT	LOAN TYPE	STATUS
BJL Reading Room 1st floor HDC	Q325.5 .D45	4 WEEK LOAN	AVAILABLE

13 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

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 09-06-24
BJL Reading Room 1st floor HDC	Q325.5 .L367	4 WEEK LOAN	AVAILABLE

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

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

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

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

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

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

Mark

An introduction to decision theory
Peterson, Martin, 1975- author.
Cambridge : Cambridge University Press, 2017.

2017
BOOK

LOCATION	SHELVED AT	LOAN TYPE	STATUS
BJL 3rd Floor	QA279.4 .P48	8 WEEK LOAN	AVAILABLE

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 07-06-24

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

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

26 Mark		Bayesian estimation of DSGE models Herbst, Edward P., 1984- Princeton, [New Jersey] ; Oxford, [England] : Princeton University Press, 2016. Access this resource online	2016 EBOOKS

27 Mark		Bayesian analysis with Python : unleash the power and flexibility of the Bayesian framework Martin, Osvaldo. Birmingham, UK : Packt Publishing, 2016. Access this resource online	2016 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 01-06-24
BJL Reading Room 1st floor HDC	Q325.5 .G66 2016	4 WEEK LOAN	AVAILABLE

Click to view copies/volumes at all libraries

Mark

Bayesian estimation of DSGE models
Herbst, Edward P., 1984- author.
Princeton : Princeton University Press, [2016]

2016
BOOK

LOCATION	SHELVED AT	LOAN TYPE	STATUS
BJL 5th Floor	HB145 .H467 2016	8 WEEK LOAN	AVAILABLE

30 Mark		Doing Bayesian data analysis : a tutorial with R, JAGS, and Stan Kruschke, John K., author. Boston : Academic Press, 2015. Access this resource online	2015 EBOOKS

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

Mark

Bayesian probability theory : applications in the physical sciences
Linden, Wolfgang von der, author.
Cambridge, United Kingdom : Cambridge University Press, 2014.

2014
BOOK

LOCATION	SHELVED AT	LOAN TYPE	STATUS
BJL Reading Room 1st floor HDC	QC174.85.P76 L56	4 WEEK LOAN	AVAILABLE

Mark

Bayes' rule : a tutorial introduction to Bayesian analysis.
Stone, James V.
[S.l.] : Sebtel Press, 2013

2013
BOOK

LOCATION	SHELVED AT	LOAN TYPE	STATUS
BJL 3rd Floor	QA 279.5 S7	8 WEEK LOAN	AVAILABLE

Mark

Bayesian cognitive modeling : a practical course
Lee, Michael D. (Michael David), 1971- author.
Cambridge, United Kingdom : Cambridge University Press, 2013.

2013
BOOK

LOCATION	SHELVED AT	LOAN TYPE	STATUS
BJL Reading Room 1st floor HDC	BF311 .L44	4 WEEK LOAN	DUE 03-06-24

35 Mark		Bayesian data analysis Boca Raton, Florida : CRC Press, 2013. Access this resource online	2013 EBOOKS

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

The signal and the noise : the art and science of prediction.
Silver, Nate, 1978-
London : Allen Lane, 2012.

2012
BOOK

LOCATION	SHELVED AT	LOAN TYPE	STATUS
BJL 4th Floor	CB 158 S5	8 WEEK LOAN	AVAILABLE

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

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

Bayes' theorum

Venice, Calif. : TMW, c2011.

c2011
DVD

LOCATION	SHELVED AT	LOAN TYPE	STATUS
BJL Reading Room Mezzanine	QA 279.5 B3	7 DAYS	AVAILABLE

Mark

The theory that would not die : how Bayes' rule cracked the enigma code, hunted down Russian submari
McGrayne, Sharon Bertsch.
New Haven, Conn. ; London : Yale University Press, c2011.

c2011
BOOK

LOCATION	SHELVED AT	LOAN TYPE	STATUS
BJL 3rd Floor	QA 279.5 M1	8 WEEK LOAN	AVAILABLE

Mark

Support vector machines for pattern classification
Abe, Shigeo, 1947-
London : Springer, c2010.

c2010
BOOK

LOCATION	SHELVED AT	LOAN TYPE	STATUS
BJL 3rd Floor	QA 76.9 T48 A1	8 WEEK LOAN	AVAILABLE
BJL 3rd Floor	QA 76.9 T48 A1	8 WEEK LOAN	AVAILABLE

Mark

Evolutionary computation, machine learning and data mining in bioinformatics : 8th European conferen
EvoBIO 2010 (2010 : Istanbul, Turkey)
Berlin : Springer, c2010.

c2010
BOOK

LOCATION	SHELVED AT	LOAN TYPE	STATUS
BJL Reading Room Mezzanine	006.3 EVO	4 WEEK LOAN	AVAILABLE

Mark

Bayesian multivariate time series methods for empirical macroeconomics
Koop, Gary.
Hanover, Mass. : Now, c2010.

c2010
BOOK

LOCATION	SHELVED AT	LOAN TYPE	STATUS
BJL 5th Floor	HB 139 K8	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

Statistical decision theory and Bayesian analysis
Berger, James O.
New York ; London : Springer, c2010.

c2010
BOOK

LOCATION	SHELVED AT	LOAN TYPE	STATUS
BJL Reading Room 1st floor HDC	QA279.5 .B47 2010	4 WEEK LOAN	AVAILABLE

47 Mark		Rational decisions Binmore, K. G., 1940- Princeton : Princeton University Press, ©2009. Access this resource online	2009 EBOOKS

Mark

Perception as Bayesian inference

Cambridge : Cambridge University Press, 2008.

2008
BOOK

LOCATION	SHELVED AT	LOAN TYPE	STATUS
BJL 3rd Floor	BF 311 P4	8 WEEK LOAN	AVAILABLE

Mark

Missing data in longitudinal studies : strategies for Bayesian modeling and sensitivity analysis
Daniels, Michael Joseph, author.
Boca Raton, FL ; London : Chapman & Hall/CRC Press, 2008.

2008
BOOK

LOCATION	SHELVED AT	LOAN TYPE	STATUS
BJL 3rd Floor	QA 276 D1	8 WEEK LOAN	AVAILABLE

Mark

Bayesian methods for ecology
McCarthy, Michael A., 1968-
Cambridge : Cambridge University Press, 2007.

2007
BOOK

LOCATION	SHELVED AT	LOAN TYPE	STATUS
BJL Reading Room Mezzanine	577.0724 MCC	4 WEEK LOAN	AVAILABLE

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