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as of 7/2/2022

PATTERN RECOGNITION
Country - Partner Institution - Programs: Netherlands - Utrecht University - 'Utrecht Univ.'
UC Course SubjectComputer Science
Number & Suffix: 107
Full UC Title: PATTERN RECOGNITION 
Transcript Title: PATTERN RECOGNITION 
UC QTR Units - Division: 6.0 - Upper Division 
Course Description: This course studies statistical pattern recognition and machine learning. The subjects covered are: general principles of data analysis; over fitting, the bias-variance trade-off, model selection, regularization, the curse of dimensionality; linear statistical models for regression and classification; clustering and unsupervised learning; support vector machines; neural networks and deep learning. Prerequisites include knowledge of elementary probability theory, statistics, multi variable calculus, and linear algebra. This is an advanced level course. 
Language of Instruction: English
 
Partner Title: PATTERN RECOGNITION 
Partner University Department: Information and Computing Sciences 
Partner University Course Number: INFOMPR