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STAT 444 Statistical Learning: Function Estimation

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  • Top Course Tags

    Background Knowledge Expected

    Great Intro to the Subject

    Group Projects

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    • Profile picture
    Jul 25, 2016
    | Would highly recommend.

    Pretty easy, overall.

    Course Overview:

    The course is a well-paced survey of popular statistical learning methods. Assignments have a good mix of theory and application. The professor is very prepared for the lessons and is always patient with student questions.

    Course highlights:

    The term project was very useful for seeing the applications of the class material. The task was to analyze any dataset with the tools learned from the class and present the results during an informal open house exhibit which was attended by graduate students and professors in the faculty. It was overall a very useful experience.

    Hours per week:

    6-8 hours

    Advice for students:

    Review the basics of linear models, matrix algebra, Lagrange multipliers.

    • Winter 2014
    • Shoja Chenouri
    • Background Knowledge Expected Great Intro to the Subject Group Projects

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