名校香港科技大学大数据解析
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Minimum Credit Requirement
30 credits
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Credit Transfer
Subject to the approval of the Program Director and the University regulations governing credit transfer, a maximum of 9 credits can be transferred to the program.
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Core Courses
12 credits
MSBD 5001
Foundations of Data Analytics
3 Credit(s)
MSBD 5002
Data Mining and Knowledge Discovery
3 Credit(s)
MSBD 5003
Big Data Computing
3 Credit(s)
MSBD 5004
Mathematical Methods for Data Analysis
3 Credit(s)
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Elective Courses
18 credits
MSBD 5005
Data Visualization
3 Credit(s)
MSBD 5006
Quantitative Analysis of Financial Time Series
3 Credit(s)
MSBD 5007
Optimization and Matrix Computation
3 Credit(s)
MSBD 5008
Introduction to Social Computing
3 Credit(s)
MSBD 5009
Parallel Programming
3 Credit(s)
MSBD 5010
Image Processing and Analysis
3 Credit(s)
MSBD 5011
Advanced Statistics: Theory and Applications
3 Credit(s)
MSBD 5012
Machine Learning
3 Credit(s)
MSBD 5013
Statistical Prediction
3 Credit(s)
MSBD 5014
Independent Project
3 Credit(s)
MSBD 5015
Artificial Intelligence
3 Credit(s)
MSBD 6000
Special Topics
3 Credit(s)