AI701: Foundations of Artificial Intelligence
TB = Textbook or Required reading 
REF = Reference or supplemental reading
| Type | ........................ | Title |
eBook |
|
Call Number | |
|
|
C.M. Bishop, Pattern Recognition and Machine Learning. New York: Springer, 2006. | Open Access | Yes | Q 327.B52 2009 | |
|
 |
P.N. Tan, M. Steinbach, and V. Kumar, Introduction to Data Mining. UK; Pearson Education, 2019. | Yes | QA 76.9.D343 T35 2019 | ||
|
|
T. M. Mitchell, Machine Learning. McGraw-Hill Science, 1997. | Open Access | Yes | QA 76.9.A43 .M58 1997 | |
|
 |
H. Daume III, A Course in Machine Learning, Self-published, 2017. | Open Access | NA | ||
|
 |
K. Murphy, Machine Learning: A Probabilistic Perspective, MIT Press, 2012.
|
ProQuest | Yes | Q 325.5.M87 2012 | |
|
|
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 | QA 76.73.P98 S533 2019 |
