Curriculum Overview
The graduate program and executive master’s program at the Department of Data Science, Soochow University, are designed to cultivate advanced data science professionals equipped with expertise in data analytics, AI applications, and practical industry solutions.
The curriculum is structured around three core domains, fostering dynamic interactions between full-time and executive students to seamlessly blend academic theory with real-world experience:
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Big Data & AI Technologies: Focuses on machine learning, deep learning, big data infrastructure, text mining, and generative AI tool application, building a solid foundation in technical development and model engineering.
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Data Analytics & Smart Decision-making: Covers data mining, predictive modeling, business intelligence (BI), and data visualization, honing students' skills in driving value creation and strategic decision-making from complex datasets.
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Industry Applications & Practical Cases: Integrates domain-specific solutions across FinTech, smart commerce, MarTech, and healthcare big data. Through real-world case studies and practical projects, students learn to tackle authentic operational challenges faced by enterprises today.
The Master's Program emphasizes core technical R&D and innovative academic research, while the Executive Master's Program focuses on cross-disciplinary integration and practical applications. Flexible course arrangements allow full-time students to gain valuable industry perspectives, while working professionals systematically enhance their technical background.
