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CS 68001 Special Topics in CS: Advanced Machine Learning (AML) Select Term:
• Clustering (Expectation/Maximization, Gaussian Mixture Models); • Active learning; • Online learning; • Dimensionality reduction (PCA, LDA, Spectral clustering); • Kernel methods; • Deep learning (Convolutional Neural Networks); Sequence learning (Hidden Markov Models, Recurrent networks)
SU Credits : 3
ECTS Credit : 10
Prerequisite : ( Undergraduate level CS 412 Minimum Grade of D )OR ( Masters Level CS 512 Minimum Grade of D )OR ( Doctorate CS 512 Minimum Grade of D )
Corequisite : -