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Course Materials Fall 2021

Status   Title eBook

Course Reserve (Print)

eRental
TB C. Bishop, Pattern Recognition and Machine Learning. Berlin: Springer-Verlag, 2006. Open Access Yes No
REF 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 Media Yes No
REF K. Murphy, Machine Learning: A Probabilistic Perspective. MIT Press, 2012 ProQuest Yes No
REF T. M. Mitchell, Machine Learning. McGraw-Hill Science/Engineering/Math publishing, 1997. (Out of print) No Yes No
REF I. Goodfellow, Y. Bengio and, A. C. Courville, Deep Learning. MIT Press, 2016.  Open Access Yes  No