COURSE DETAIL
COURSE DETAIL
COURSE DETAIL
This course examines algorithms, tools, practices, and applications of machine learning. Topics include core methods such as supervised learning (classification and regression), unsupervised learning (clustering, principal component analysis), Bayesian estimation, neural networks; common practices in data pre-processing, hyper-parameter tuning, and model evaluation; tools/libraries/APIs such as scikit-learn, Theano/Keras, and multi/many-core CPU/GPU programming.
COURSE DETAIL
COURSE DETAIL
COURSE DETAIL
COURSE DETAIL
COURSE DETAIL
COURSE DETAIL
This elementary Cantonese language course is focused on fluency in communication with basic vocabulary and grammar points through various kinds of speaking practice. Real life settings are introduced such as shopping, introducing family members, asking directions etc. Text: CANTONESE I: A SHORT COURSE by the Chinese Language Center at CUHK. Assessment: assignments (40%), final exam (60%).
COURSE DETAIL
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