STEM项目迈阿密大学商学院商业分析硕士
迈阿密大学商学院商业分析硕士项目总共历时十个月,专注数据科学在商业领域中应用的教育。往届学生毕业后很快都顺利找到工作。最近一届毕业10位中国同学,其中8位现在美国全职工作,工作单位包括Abbott Laboratories(医疗保健)、Carnival Cruise Line(邮轮公司)、Chewy(宠物用品)、Lennar Corporation(房地产)、Norwegian Cruise line(邮轮公司)、Perry Ellis(时尚服装)、TransUnion(信贷资讯),主要从事关于商业数据处理及分析方面的工作。两位同学回国, 在网易和一家信贷公司工作。
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STEM项目
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超高就业率
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学习R、SAS、Python、SQL及大数据软件
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学习最新数据挖掘和机器学习工具
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提供在校期间与业界合作做实际项目(Capstone)的机会
The following is a sample curriculum subject to change. Note that elective courses can be replaced with alternatives.
1FALL SEMESTER
TERM 1
Statistics for Managerial Decision Making
Applied Regression Analysis
Data Acquisition, Preparation, and Visualization
Electives –
(1) Programming for Distributed Systems
(2) Introduction to Quality Management
(3) Financial Investment
TERM 2
Management Science Models for Decision Making
Generalized Linear Models
Electives –
(1) SAS Programming for Business Analytics
(2) Quantitative Finance and Market Microstructure
(3) Database Development for High Performance Computing
(4) Administrative Systems for Quality Management
2SPRING SEMESTER
TERM 1
Applied Time Series and Forecasting
Data Mining
Big Data Analytics
Electives –
(1) Supply Chain Analytics
(2) Advanced Topics in Investments
(3) High Performance Computing
(4) Foundations of Marketing Management
TERM 2
Business Analytics Capstone Project
Machine Learning for Data Analytics
Electives –
(1) Management Science Consulting
(2) Introduction to Accounting Analytics
(3) Financial Modeling
(4) Marketing Analytics
联系人
Doug Lehmann:dlehmann@bus.miami.edu
Daniel McGibney:dmcgibney@bus.miami.edu
官永涛教授: yguan@miami.edu