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as of 12/15/2017

INTRODUCTION TO DATA SCIENCE
Country - Partner Institution - Programs: China - Peking University, Beijing - 'Peking Univ.', 'Peking University with Internship'
UC Course SubjectStatistics
Number & Suffix: 103
Full UC Title: INTRODUCTION TO DATA SCIENCE 
Transcript Title: DATA SCIENCE 
UC QTR Units - Division: 4.5 - Upper Division 
Course Description: This is an introductory course to the analysis of data. The course examines the basic principles, models and algorithms for data analysis and gives an opportunity to deal with real data. The course has a lecture component as well as a lab component. The main topics are: Preprocessing data, classification, clustering, regression, feature selection and model selection, dimension reduction, text analysis, graph algorithms and social network analysis, recommendation systems, neural networks and deep learning, distributed systems. 
Language of Instruction: Chinese
 
Partner Title: INTRODUCTION TO DATA SCIENCE 
Partner University Department: Yuanpei School 
Partner University Course Number: 04630790