Data-Driven Modeling

课程简介

Data-Driven Modeling 课程名称：Master of Science Program in Data-Driven Modeling 学位类型：理学硕士（Data-Driven Modeling） 修读模式：全日制或兼读制 学制：全日制 : 1 年 兼读制 : 2 年s 学费：$286,000 开设学院/学系：Department of Physics 官方网站：https://msdm.hkust.edu.hk/ 课程简介：Jointly offered by the Departments of Physics and Mathematics, the program aims to cultivate the next generation to have strong skills in problem solving and logical thinking so that they become competent in the data science sector. By bridging theory, practice and tec

关键信息

入学要求

To qualify for admission, applicants must meet all of the following requirements. Admission is selective and meeting these minimum requirements does not guarantee admission. 1. General Admission Requirements of the University Applicants seeking admission to a master's degree program should have obtained a bachelor’s degree from a recognized institution, or an approved equivalent qualification. 2. English Language Admission Requirements Applicants have to fulfill English Language requirements with one of the following proficiency attainments: TOEFL iBT: 80 (for tests taken prior to 21 January 2026) * 4.5 (for tests taken from 21 January 2026 onwards) * TOEFL pBT: 550 TOEFL Revised paper-delivered test: 60 (total scores for Reading, Listening and Writing sections) IELTS (Academic Module): Overall score: 6.5 and All sub-score: 5.5 * * Refers to scores in one single attempt only. Test at home option is not accepted. Applicants are not required to present TOEFL or IELTS score if their first language is English, or they obtained the bachelor's degree (or equivalent) from an institution where the medium of instruction was English. 3. Additional Information A bachelor’s degree in Science or Engineering disciplines, or A bachelor’s degree in other discipline and: Have relevant working experience in computation-related fields, and Have working knowledge in at least one computer language, and basic training in calculus and linear algebra. Integrated Bachelor-Master Pathway Only for HKUST students in Year 3 or above who are studying a bachelor’s degree in Science or Engineering disciplines. Admissions are merit-based and decided on individual basis. Successful applicants will receive a conditional offer for admission to MSc(DDM) and need to pay a deposit at the prevailing deposit rate. They will be allowed to start taking MSc(DDM) courses in their final year of undergraduate study, and will enter the MSc(DDM) Program upon successful completion of the undergraduate degree. Upon entering MSc(DDM), they can transfer up to 9 credits taken during the undergraduate study to fulfill the MSc(DDM) program requirements. They will pay tuition fee for the remaining credits on a pro-rata basis, with a minimum payment for 22 credits. 原文链接：https://prog-crs.ust.hk/pgprog/2027-28/msc-ddm/ 二、课程简介（英文原文） Jointly offered by the Departments of Physics and Mathematics, the program aims to cultivate the next generation to have strong skills in problem solving and logical thinking so that they become competent in the data science sector. By bridging theory, practice and techniques, the program provides students with hands-on experience in analyzing large amounts of data, thereby providing valuable insights to understand complex situations and facilitating smart decision making for businesses, industries and services. 三、学习目标（英文原文） On successful completion of the program, graduates will be able to: Handle large amount of data using computational tools. Extract significant features from the data using scientific programming and statistical learning. Select appropriate hardware for different computational tasks. Interpret time-dependent data using concepts of stochastic processes. Utilize quantitative skills to make predictions. Provide solutions to optimization problems and for decision making through data-based modeling. Adopt an innovation-minded attitude in exploring new uses of data-driven modeling. 四、课程设置（英文原文） Minimum Credit Requirement 31 credits Core Courses 13 credits MSDM 5001 MSDM 5002 MSDM 5003 MSDM 5004 MSDM 6771 Elective Courses 18 credits MSDM 5005 MSDM 5051 MSDM 5053 MSDM 5054 MSDM 5055 MSDM 5056 MSDM 5057 MSDM 5058 MSDM 5059 MSDM 6980 PHYS 5120 Apart from the electives in the MSc(DDM) Program, students are allowed to take up to 3 credits of electives offered by the MSc Program in Financial Mathematics, subject to approval of the Program Director. Remarks Part-time students may take a maximum of 9 credits in each term.

课程结构

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