SPSS: Apply & Evaluate Cluster Analysis Techniques
Completed by Zoe Alexia NGOMA
December 11, 2025
4 hours (approximately)
Zoe Alexia NGOMA's account is verified. Coursera certifies their successful completion of SPSS: Apply & Evaluate Cluster Analysis Techniques
What you will learn
Explain clustering concepts and differentiate hierarchical, k-means, and Two-Step methods.
Apply preprocessing and clustering techniques in SPSS to segment real-world data.
Evaluate cluster quality using BIC/AIC criteria, dendrograms, and silhouette scores.
Skills you will gain
- Category: Machine Learning Algorithms
- Category: Data Analysis
- Category: Machine Learning Methods
- Category: Data Cleansing
- Category: Applied Machine Learning
- Category: Statistical Software
- Category: Machine Learning
- Category: Data Visualization
- Category: Model Evaluation
- Category: Statistical Methods
- Category: Data Mining
- Category: Statistical Machine Learning
