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The Master of Science (M.S.) program in Computer Science or Computer Engineering at UC San Diego offers a Plan II option focused on a comprehensive examination. This program requires the completion of 40 units of coursework. Students will engage in a rigorous curriculum designed to deepen their expertise in specialized areas of computer science and engineering, culminating in a comprehensive exam to demonstrate mastery of the subject matter.
The Master of Science (MS) in Data Science program at the Halıcıoğlu Data Science Institute (HDSI) aims to equip students with the knowledge and skills necessary for data-driven tasks and to foster future researchers who can advance the field of Data Science. The program consists of formal courses and a choice between a thesis or comprehensive examinations for degree completion. Students will complete a total of twelve 4-unit courses, divided into Foundational (Group A), Core (Group B), and Elective (Group C) requirements. These ensure exposure to fundamental concepts, advanced topics, and current research or applications in Data Science. Foundational courses cover programming, data organization, linear algebra, probability, statistics, and optimization. Core courses build upon these fundamentals, with specific required courses and a selection of others. Electives allow for specialization within data science or in related fields, subject to advisor approval. Upon completion of coursework, students can pursue either a Thesis (Plan I) or a Comprehensive Examination (Plan II). The Thesis option involves 8-12 units of Thesis Research (DSC 299) under faculty guidance. The Comprehensive Examination option assesses a student's ability to apply data science knowledge across Machine Learning/Computing, Math/Statistics, and Systems/Algorithms, typically evaluated through specific course assignments or exams.