Introduction to Statistical Methods with MATLAB

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Introduction to Statistical Methods with MATLAB provided by MATLAB Academy is a comprehensive online course, which lasts for 2 hours worth of material. Introduction to Statistical Methods with MATLAB is taught by Ben Placek. Upon completion of the course, you can receive an e-certificate from MATLAB Academy. The course is taught in Englishand is Free Certificate. Visit the course page at MATLAB Academy for detailed price information.

Overview
    • Introduction: Familiarize yourself with statistical analysis and the course.
    • Exploring Data: Introduction to descriptive statistics and data distributions.
    • Fitting a Curve to Data: Fit linear and nonlinear models to data.
    • Interpolating Data: Interpolate values from a data set.
    • Next Steps: Give feedback on the course.

Syllabus
    • Course Overview
    • Visualizing Data Sets
    • Measures of Centrality and Spread
    • Distributions
    • Review - Exploring Data
    • Linear Regression
    • Evaluating Goodness of Fit
    • Nonlinear Regression
    • Review - Fitting a Curve to Data
    • Linear Interpolation
    • Nonlinear Interpolation
    • Review - Interpolation
    • Additional Resources
    • Survey