Core Insights - The article emphasizes the importance of data science and analytics in solving real-world problems and advancing the field through a combination of statistics, machine learning, and optimization techniques [3][11]. Part One: Introduction to Data Science and Analytics - The domain of data science and analytics aims to unify various techniques to advance the discipline and apply them to benefit society [3]. - The doctoral program in data science and analytics provides rigorous research training, enabling students to analyze data and make informed decisions [3]. Part Two: Interdisciplinary Research Directions - The program covers various interdisciplinary research directions, including statistical learning, industrial analytics, machine learning, business modeling, high-performance data analysis, and data visualization [6]. Part Three: Talent Development - The doctoral program is designed to equip students with skills to identify and solve practical research problems, proposing independent solutions related to data science and analytics [11]. - Students are expected to demonstrate mastery of the subject matter and contribute original, meaningful scientific insights [12]. Part Four: Training Model - The program offers full-time and part-time study options, with a duration of 3-4 years for full-time students and 6 years for part-time students [13]. - The program requires a total of 21 credits, including core and elective courses, and degrees are awarded by the Hong Kong University of Science and Technology [13]. Part Five: Learning Outcomes - Graduates will be able to identify relevance and insights in science and engineering, master various models and tools in data science, and demonstrate critical thinking and analytical skills [22]. - They will also be capable of conducting original research and effectively communicating their findings [23]. Part Six: Faculty - The article includes a section on faculty, indicating the expertise available to students in the program [24]. Part Seven: Application Guide - Applicants must hold a recognized bachelor's degree and meet specific English language requirements [27]. - The application timeline for the 2026-27 academic year is outlined, with deadlines for both domestic and international students [28][30].

Group 1 - Ireland is increasingly popular among international students, with Chinese students ranking third in numbers for the 2023-2024 academic year [1] - The most favored Irish universities among Chinese students include University College Cork, Trinity College Dublin, and University College Dublin [1] - Ireland's higher education system consists of eight universities, five technological universities, and one technological institute, offering programs from bachelor's to doctoral levels [1] Group 2 - Popular fields of study for Chinese students in Ireland include Engineering, Manufacturing and Construction, Business, Administration and Law, and Information and Communication Technology [2] - Ireland is known as "Europe's Silicon Valley," with a strong information industry, particularly in computer science and software engineering [2] - Over 80% of Chinese students view Ireland as a high return on investment and cost-effective study destination, with less competition for popular programs compared to other English-speaking countries [2] Group 3 - Many students are attracted to Ireland due to the availability of scholarships, which help alleviate financial burdens while accessing quality education [3] - Various scholarships are available for Chinese students, including the "Love Scholarship" and government scholarships [3]