专业简介:
该专业旨在培养具有数据分析和商业意识的毕业生,以满足对高级数据科学技能日益增长的需求,并培养毕业生将数据科学技术应用于组织决策中的知识发现和传播。它还旨在帮助成熟的数据分析专业人员提升他们的技术管理和开发技能,并为来自不同领域的学生快速过渡到数据科学职业提供坚实的途径。
课程设置:
必修课程(15学分)
1. Exploratory Data Analysis and Visualization
2. Research Projects for Data Science
3. Statistical Machine Learning I
4. Statistical Machine Learning II
5. Storing and Retrieving Data
选修课程(15学分)
1. Bayesian Data Analysis
2. Data Analytics for Smart Cities
3. Dynamic Programming and Reinforcement Learning
4. Experimental Design and Regression
5. Information Security for eCommerce
6. Machine Learning
7. Machine Learning at Scale
8. Natural Language Processing
9. Optimization for Data Science
10. Privacy-enhancing Technologies
11. Storing and Retrieving Data
12. Time Series and Panel Data
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