Statistical Analysis with SPSS
Learn to analyze and interpret data with SPSS, covering descriptive and inferential statistics, hypothesis testing, and reporting. Gain practical skills to handle real-world datasets and generate actionable insights for research and business.
About this Training
This hands-on training equips participants with the skills to perform statistical analysis using SPSS. Learners will explore data management, descriptive and inferential statistics, correlation, regression, and hypothesis testing while working with real datasets. The course emphasizes practical application, enabling participants to interpret results, create meaningful reports, and make data-driven decisions for research, business, or policy. By the end of the program, participants will have the confidence to independently conduct statistical analyses and present findings professionally.
What You'll Learn
- Module 1: Introduction to SPSS – Navigating the interface importing and organizing data
- Module 2: Data Management – Cleaning coding and preparing datasets for analysis
- Module 3: Descriptive Statistics – Summarizing and exploring data distributions
- Module 4: Inferential Statistics – Hypothesis testing t-tests and ANOVA
- Module 5: Correlation & Regression – Exploring relationships and building regression models
- Module 6: Advanced Statistical Analysis – Factor analysis reliability tests and non-parametric tests
- Module 7: Reporting & Visualization – Creating charts tables and exportable reports
- Module 8: Real-World Project – Applying SPSS to practical datasets and research scenarios