Linear Regression & Predictive Modeling with SPSS

By the end of this course, learners will be able to apply linear regression techniques, interpret statistical outputs, and implement predictive models using SPSS and Excel. Through a blend of foundational theory and real-world applications, students will gain hands-on experience in analyzing datasets across engineering, energy, and finance. The course begins with the fundamentals of regression, covering model building, scatter plots, T-values, and interpretation of results. It then progresses to practical case studies, where learners apply regression to scenarios such as copper expansion and …