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    哈佛大学 Data Science DEGREE REQUIREMENTS

    2020-08-26

    Harvard University

    Master of Science in Data Science专业

     

    DEGREE REQUIREMENTS

    Requirements for the SM degree in Data Science address the learning outcomes.  A total of 12 courses taken over at least three semesters is required.  

     

    Each student's plan of study for the SM degree will include:

     

    The four technical core courses:

     

    AC 209a Data Science 1: Introduction to Data Science

     

    AC 209b Data Science 2: Advanced Topics in Data Science

     

    AM 207 Advanced Scientific Computing: Stochastic Methods for Data Analysis, Inference, and Optimization

     

    CS 207 Systems Development for Computational Science

     

    AC221 Critical Thinking in Data Science

     

    At least one research experience.  This requirement can be satisfied by the AC 297r Capstone project course, a semester-length independent study project, or a master's thesis project.

     

    At least one Computer Science elective and one Statistics. Courses often chosen to satisfy these electives are listed here.

     

    Up to one seminar course - AC 298r or similar

     

    Up to four other data science electives (from other FAS departments or other schools at Harvard)

     

    As a final requirement, the presentation of a poster on a data science project at the annual IACS Project Showcase

     

    SM Requirements     Number of Courses

    Technical Core*         4

    Critical Thinking in Data Science       1

    Research Experience: AC 297r or AC 299r  1

    Computer Science Elective        1

    Statistics Elective      1

    Additional Courses:    4

     

          Computer Science electives (up to 4)

     

          Statistics electives (up to 4)

     

          Other Data Science electives** (up to 4)

     

          Research course (up to 1)

     

          Seminar course (up to 1) 

    TOTAL       12

    * Students can choose to substitute CS 109a/b for AC 209a/b. These will count towards the maximum number of 6 100-level courses that can be include in their Plan of Study.

     

    **Students can count at most 2 non-technical courses towards this requirement.

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