Upon completion of this workshop, learners will acquire the skills to efficiently utilize the SPSS software platform for advanced statistical analysis, machine learning, text analysis, and big data integration. With a focus on user-friendliness and adaptability, participants will be empowered to handle projects of varying complexity levels, from simple to intricate, ultimately enhancing efficiency, reducing risk, and uncovering new opportunities. Additionally, this beginner's course will equip non-statisticians with a clear understanding of statistical analysis and SPSS, allowing them to confidently create variables, utilize charts, and conduct descriptive analysis, all presented in a straightforward manner with minimal mathematical complexity.