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    Holistic Numerical Methods: Committed to Bringing Numerical Methods to the STEM Undergraduate

    Holistic Numerical Methods: Committed to Bringing Numerical Methods to the STEM Undergraduate

    Numerical methods are techniques to approximate mathematical procedures (e.g., integrals). Approximations are needed because we either cannot solve the procedure analytically (e.g., the standard normal cumulative distribution function) or because the analytical method is intractable (e.g., solving a set of a thousand simultaneous linear equations for a thousand unknowns). By end of this course, participants will be able to apply the numerical methods for the following mathematical procedures and topics: differentiation, nonlinear equations, and simultaneous linear equations, interpolation, regression, integration, and ordinary differential equations. Additionally, they will be able to calculate errors and implement their relationship to the accuracy of the numerical solutions. To be prepared for this course, students should have a passing grade in introductory physics, integral calculus, differential calculus, and ordinary differential equations.

    Course related:
    BSE3302 Computer Methods in Building Services Engineering
    Subjects:
    Mathematics and Statistics
    Keywords:
    Numerical analysis Numerical calculations
    Resource Type:
    Others
     
  • Others 
    Scikit-learn

    Scikit-learn

    Scikit Learn provide simple and efficient tools for predictive data analysis. Assessible to everybody, and reusable in various contexts. It built on NumPy, SciPy, and matplotlib. It is open sources, commercially usable under the BSD License.

    Subjects:
    Computing, Data Science and Artificial Intelligence
    Keywords:
    Python (Computer program language)
    Resource Type:
    Others
     
  • Others 
    SPSS Tutorial

    SPSS Tutorial

    SPSS means “Statistical Package for the Social Sciences” and was first launched in 1968. Since SPSS was acquired by IBM in 2009, it's officially known as IBM SPSS Statistics but most users still just refer to it as “SPSS”. SPSS is software for editing and analyzing all sorts of data. These data may come from basically any source: scientific research, a customer database, Google Analytics or even the server log files of a website.

    Keywords:
    Statistics -- Data processing Statistics SPSS (Computer file)
    Resource Type:
    Others