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as of 12/12/2017

INTRODUCTION TO DATA MINING
Country - Partner Institution - Programs: China - Peking University, Beijing - 'Peking Univ.', 'Peking University with Internship'
UC Course SubjectStatistics
Number & Suffix: 114
Full UC Title: INTRODUCTION TO DATA MINING 
Transcript Title: DATA MINING 
UC QTR Units - Division: 3.0 - Upper Division 
Course Description: This course includes data mining theory and method of teaching, including the analysis of actual cases of data mining software demonstration. Data mining is a new discipline which locates knowledge from large amounts of data and has broad application prospects. This course presents basic concepts of data mining, principle and technology, through the application of data mining tools such as Clementine and SPSS. These programs are used to analyze and explain the realistic data and output the results of data mining. Course topics include: data preprocessing; mining association rules; classification and prediction; cluster analysis; complex data mining; and, data mining applications. Assessment: papers (40%), group project (60%). 
Language of Instruction: Chinese
 
Partner Title: INTRODUCTION TO DATA MINING 
Partner University Department: Information Management 
Partner University Course Number: 03033440