目标和学习成果
(只提供英文版本)
目标
The MScDS programme aims to:
- Foster students to explore and push the boundaries of data science, through developing approaches, algorithms, and solutions to address emerging challenges in real world.
- Encourage collaboration and integration of knowledge from various disciplines, leveraging insights from statistics, computer science, mathematics, and domain-specific domains (e.g., health, business, etc).
- Provide students with hands-on experience and real-world projects to develop skills that are directly applicable to industry and research settings.
学习成果 (PLOs)
On completing the MScDS programme, students will be able to:
- Synthesize the knowledge and skills required to function effectively as artificial intelligence (AI) specialists, data science professionals, and entrepreneurs in the industry.
- Plan and effectively compare contemporary AI, data analytics and other Information Technology techniques for managing, mining, analyzing and visualizing data across multiple disciplines
- Design, implement, deploy, and manage the solutions for real-world problems using industry-standard data science tools, programming languages, and software platforms
- Develop critical thinking and problem-solving skills to identify appropriate data science methods, tools, and algorithms for specific real-world problems and to evaluate their performance and limitations in different scenarios.
- Recognize the ethical and responsible use of data science methods and tools, including security, privacy, fairness, transparency, and accountability in data collection, analysis, and decision-making processes.
- Deliver the findings and communicate to stakeholders of a variety of diverse backgrounds.