This Specialization provides a comprehensive pathway to mastering SPSS for data analysis, statistical modeling, and advanced analytics. Learners progress from GUI navigation and foundational data management to applied regression modeling, predictive analytics, and workflow-based modeling using SPSS Modeler. Through hands-on practice and real-world datasets spanning finance, healthcare, and market analysis, participants strengthen both technical execution and analytical interpretation skills. Emphasis is placed on understanding outputs, validating models, and communicating actionable insights, ensuring learners are fully prepared for academic research, business analytics, and professional data-driven roles.
应用的学习项目
Learners complete multiple applied analytics projects using real-world financial, healthcare, and market datasets. Projects require cleaning and preparing data, running regression and predictive models, validating statistical assumptions, and interpreting SPSS outputs to deliver actionable business recommendations in realistic professional scenarios.
