Applied Regression Analysis II
Training Provider: Singapore University of Social Sciences
Course Reference: TGS-2024047111
S$1,461
About This Course
Apply nonlinear regression models and generalized linear models.
Interpret regression model parameters from data.
Implement regression dianostics to validate regression models.
Use resampling algorithms for estimation of the regression model predictive accuracy.
Analyze data with regression models.
Assess the fit of a regression model to data.
What You'll Learn
MTH358 will be a continuation to MTH357 and provide students with an understanding of more advanced regression models and techniques used in analytics and artificial intelligence. The course gives a comprehensive introduction to more advanced topics such as nonlinear regression, logistic regression and generalized linear models. Additionally, the course covers how the algorithms are implemented using the software R. MTH358 will be paired with MTH357 so that students upon the completion of both courses will have a better understanding of the contents in the field of regression analysis.
Course Details
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Note: To apply for this course, visit the SkillsFuture website or contact the training provider directly.
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