数据科学理学硕士学位课程以多学科课程为特色,吸收了各学科的见解,使学生能够使用最新的工具和分析方法从实际数据集中提取信息,并以改变人们思想和行为的方式,解读和交流他们的发现。数据科学理学硕士学位课程是一个与不同学术单位合作,为期两年的硕士课程。学生将在科技学院完成4门基础科目的学习,内容涉及大数据理论,挖掘和分析技术等。此外,他们需要选择由不同学术单位提供的专注领域,并且研究大数据如何实际、高效的应用于其专注领域。学生应根据指定专注领域的学习计划注册课程并完成被分配课题的项目报告。
数据科学理学硕士学位课程有以下专业方向:
人工智能与应用
市场营销分析
金融科技
数据战略与合规管理
精准医疗
计算语言学
教学分析
智慧政务
Specialization A: Artificial Intelligence Applications
1) GPA 2.8 (75 out of 100) or above in the Bachelor’s degree studies;
2) Bachelor’s degree related to computer science, engineering or mathematics is preferred, but not necessary;
3) English proficiency should be in line with that stipulated in the UM Admission Guidelines Governing Master’s Degree and Postgraduate Certificate/Diploma Programmes.
Specialization B: Big Data and Analytics in Marketing
1) Applicants should have achieved the equivalent* of an overall result of Grade C+ or better in the Bachelor’s degree studies. (*The equivalent means 2.3 on the 4.0 GPA scale, 14 on the 20-point scale or 70 out of 100.)
2) Interview performance.
Specialization C: Financial Technology
1) Applicants should have achieved the equivalent* of GPA 2.8 or above in the Bachelor’s degree studies (*The equivalent means 75-77 out of 100.)
2) Interview performance.
Specialization D: Data Strategy and Compliance
1) Applicants must possess a Bachelor degree satisfying the Admission Requirements for Master’s Degree Programmes under the relevant guidelines and regulations of the University of Macau.
2) Applicants are subject to the English proficiency requirements as stipulated in the UM Admission Guidelines Governing Master’s Degree and Postgraduate Certificate/Diploma Programmes.
3) Applicants who graduated from Mainland China should hold a Bachelor degree issued by any University recognized by the Ministry of Education.
4) Admission by merit and the graduates of Categories 211 and 985 universities will be given priority.
5) In compliance with the Admission Rules Governing Master’s Degree and Postgraduate Certificate / Diploma Programmes and General Rules Governing Master Degree and Postgraduate Certificate / Diploma Programmes.
Specialization E: Precision Medicine
1) Same as the general admission requirements for Master’s Degree / Postgraduate Certificate Programmes
2) No additional prerequisites on education background
No need to have any relevant background on biology or biomedical sciences
No need to have any relevant background on computer sciences
Specialization F: Second Language Studies
1) Bachelor’s degree in English or Chinese, or a related subject from a recognized university.
2) Familiarity with both linguistics (either Chinese or English) and technology background would be considered first.
3) For non-native Chinese who target at Chinese: at least with HSK Level VI Certificate (National Chinese exam, higher level) or equivalent;
Specialization G: Intelligent Education
1) Applicants who have passed the first round of the selection process might be required to attend an interview.
2) For applicants who are unable to submit their proof of English proficiency, the assessment will be made during the interview.
A priority will be given to education degree holders in related disciplines such as Education, Psychology.
序号 | 课程介绍 | Curriculum |
1 | 数据科学编程概述 | Introduction to Data Science Programming |
2 | 数据科学与数据可视化 | Data Science and Data Visualization |
3 | 数据库与数据挖掘技术 | Database and Data Mining Technologies |
4 | 机器学习工具 | Tools for Machine Learning |