Skip to Main Content
It looks like you're using Internet Explorer 11 or older. This website works best with modern browsers such as the latest versions of Chrome, Firefox, Safari, and Edge. If you continue with this browser, you may see unexpected results.

https://mbzuai.ac.ae/application/themes/mbzuai/dist/images/mbzuai_logo_white.png 

Course Materials - Fall 2022

Type ........................ Title

eBook

Print  

Call Number

eRental

C. Bishop, Pattern Recognition and Machine Learning. Berlin: Springer-Verlag, 2006. Open Access Yes Q327.B52 2009 No

A Course in Machine Learning by Hal Daumé III H. Daume III, A Course in Machine Learning, Self-published, 2017. Available: http://ciml.info/ Open Access No   No
P-N. Tan, M. Steinbach, A. Karpatne, V. Kumar, Introduction to Datamining, 2nd. ed., Global ed. Pearson, 2019.

ProQuest 

Yes QA76.9.D343 T35 2019

Yes

 

T. M. Mitchell, Machine Learning. McGraw-Hill Science, 1997. No Yes QA76.9.A43 .M58 1997 No

K. P. Murphy, Probabilistic Machine Learning : An Introduction. MIT Press, 2022

Previous edition

K. Murphy, Machine Learning: A Probabilistic Perspective. MIT Press, 2012.

Find the 2012 eCopy here

Find copies of previous edition here

Open Access Yes Q 325.5 .M872 2022 No
A. Geron, Hands-on Machine Learning with Scikit-Learn, Keras, and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems. O'Reilly Media, 2019. O'Reilly Yes QA76.73.P98 S533 2019 No