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Results for: Keywords Big data Remove constraint Keywords: Big data Keywords Data mining Remove constraint Keywords: Data mining Related PolyU Courses LGT6801 Guided Study in Logistics I Remove constraint Related PolyU Courses: LGT6801 Guided Study in Logistics I Tags sim Stochastic Gradient Descent Remove constraint Tags sim: Stochastic Gradient Descent

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  • MOOC 
    Machine Learning and Computational Statistics

    Machine Learning and Computational Statistics

    This course covers a wide variety of topics in machine learning and statistical modeling. While mathematical methods and theoretical aspects will be covered, the primary goal is to provide students with the tools and principles needed to solve the data science problems found in practice. This course also serves as a foundation on which more specialized courses and further independent study can build. This course was designed as part of the core curriculum for the Center for Data Science's Masters degree in Data Science. Other interested students who satisfy the prerequisites are welcome to take the class as well. Note that class is intended as a continuation of DS-GA-1001 Intro to Data Science, which covers some important, fundamental data science topics that may not be explicitly covered in this DS-GA class (e.g. data cleaning, cross-validation, and sampling bias).

    Course related:
    LGT6801 Guided Study in Logistics I
    Subjects:
    Computing and Mathematics and Statistics
    Keywords:
    Big data Data mining Machine learning Mathematical statistics -- Data processing
    Resource Type:
    MOOC