Predictive Analytics with SPSS: Analyze & Apply

By the end of this course, learners will be able to import and manage datasets in SPSS, apply descriptive statistics, analyze correlations, construct linear and multiple regression models, and interpret logistic and multinomial regression outputs. Through hands-on practice with real-world case studies—including heart pulse, copper expansion, energy consumption, and debt assessment—learners will evaluate predictors, interpret coefficients, and validate results. This course is designed to build a step-by-step mastery of predictive analytics using SPSS, starting from data handling fundamentals t…