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Graduate Computer Science
Graduate Computer Science
2018 Summer Term
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MACHINE LEARNING
COMPSCI 732
This course provides a broad introduction to machine learning and pattern recognition. Topics include but are not limited to Bayesian Inference, SVMs, Clustering and Classification, Decision Trees and Ensemble Methods. Particular focus will be placed on the theoretical understanding of these methods, as well as their practical applications.
CRYPTOGRAPHY AND CLOUD SECURITY
COMPSCI 762
This course focuses on the cryptographic solutions to security issues related to confidentiality, integrity, and availability in networks and clouds. The main contents include private and public key cryptography; cryptography applications in authentication, key management, and digital signature; transport and application layer security in Internet; secure data and computation outsourcing in cloud; and trusted cloud computing.