Data-Driven Modeling The Hong Kong University of Science and Technology

Overview

This innovative programme, jointly offered by the Departments of Physics and Mathematics, is designed to equip students with essential skills in problem-solving and logical reasoning, preparing them for a successful career in the data science sector. By providing hands-on experience in analysing extensive datasets, the course enables students to extract significant insights that are crucial for informed decision-making across various industries.

The Hong Kong University of Science and Technology (HKUST) is renowned for its exceptional academic standards and research capabilities. The university consistently ranks among the top institutions globally, reflecting its commitment to excellence in education. Partnerships with industry leaders and state-of-the-art facilities further enhance the learning experience, ensuring students are well-prepared to meet the demands of the data-driven world.

The tuition fee for both domestic and international students is HKD 220,000 per year. Visit the Fees and Funding section for a breakdown in your local currency.

The curriculum requires a minimum of 30 credits, comprising core and elective courses. Core courses include:

• Introduction to Computational and Modeling Tools
• Scientific Programming and Visualization
• Stochastic Processes and Applications
• Numerical Methods and Modeling in Science
• Innovation in Practice

Elective courses allow students to tailor their education further, with options such as:

• Algorithm and Object-Oriented Programming for Modeling
• Quantitative Analysis of Time Series
• Statistical Machine Learning
• Deep Learning for Modeling: Concepts, Tools, and Techniques
• Network Modeling
• Information Science

The skills acquired through this programme are highly sought after in various sectors, including finance, healthcare, and technology. Graduates will be equipped to tackle complex data challenges, making them valuable assets in the workforce.

This programme includes practical components that ensure students gain real-world experience, enhancing their employability upon graduation.

Graduates of the MSc in Data-Driven Modeling are well-prepared for a variety of roles in data science, analytics, and research. Alumni have found success in leading companies and organisations, contributing to advancements in their respective fields.