该专业旨在培养具有数据分析和商业观点的学生,以满足对高水平数据科学能力日益增长的需求,使学生将数据科学技术应用于组织决策的创造与传播。还帮助专业的数据分析人员提高其管理技术理和发展技能,并为来自不同领域的学生迅速过渡到数据科学职业提供一条坚实的道路。
全日制,学制1年,工程学,理学等相关专业背景者申请。雅思6.5
核心课程
Exploratory Data Analysis and Visualization
Research Projects for Data Science
Statistical Machine Learning I
Statistical Machine Learning II
Storing and Retrieving Data
选修课程
Bayesian Data Analysis
Data Analytics for Smart Cities
Dynamic Programming and Reinforcement Learning
Experimental Design and Regression
Information Security for eCommerce
Machine Learning
Machine Learning at Scale
Natural Language Processing
Optimization for Data Science
Privacy-enhancing Technologies
Storing and Retrieving Data
Time Series and Panel Data