Cluster Analysis Courses and Certifications

Alan Turing Institute

Digital Public Infrastructure - Building a Taxonomy of Implementation Approaches through Cluster Analysis

Explore cluster analysis techniques to build taxonomies of digital public infrastructure implementation approaches through data-driven classification methods.

• YouTube
• 13 minutes
• On-Demand
• Free Video

Cluster Analysis in Data Mining

7 reviews

Explore clustering methodologies, algorithms, and applications in data mining. Learn partitioning, hierarchical, and density-based methods, along with validation techniques and real-world examples.

• Coursera
• 16 hours 30 minutes
• On-Demand
• Paid Course

Cluster Analysis in R

13 ratings at DataCamp

Develop a strong intuition for how hierarchical and k-means clustering work and learn how to apply them to extract insights from your data.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Cluster Analysis in Python

In this course, you will be introduced to unsupervised learning through techniques such as hierarchical and k-means clustering using the SciPy library.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Cluster Analysis and Unsupervised Machine Learning in Python

5235 ratings at Udemy

Data science techniques for pattern recognition, data mining, k-means clustering, and hierarchical clustering, and KDE.

• Udemy
• 7 hours 57 minutes
• On-Demand
• Paid Course

Machine Learning With Big Data

14 reviews

Explore, analyze, and leverage big data using machine learning techniques. Learn to design approaches, prepare data, construct models, and scale solutions using open-source tools and Spark.

• Coursera
• 20 hours 6 minutes
• On-Demand
• Paid Course

EDUCBA

SPSS: Apply & Evaluate Cluster Analysis Techniques

20 ratings at Coursera

Master cluster analysis fundamentals and SPSS implementation through hierarchical, k-means, and Two-Step methods with hands-on evaluation techniques for data segmentation.

• Coursera
• 4 hours 56 minutes
• On-Demand
• Paid Course

Cluster Analysis, Association Mining, and Model Evaluation

47 ratings at Coursera

Explore unsupervised learning, collaborative filtering, and model evaluation techniques. Learn to apply cluster analysis, association rules mining, and regression analytics for data-driven insights and predictions.

• Coursera
• 3 hours 57 minutes
• On-Demand
• Paid Course

Análisis Multivariable en SPSS

24 reviews

En este curso en línea te enseñaremos como realizar Análisis Multivariado para la toma de decisiones en los negocios, personales y en las instituciones, utilizando bases de datos multivariantes.

• edX
• 5 weeks, 4-5 hours a week
• On-Demand
• Free Online Course (Audit)

Great Learning

Cluster Analysis on Indian States Using Macro Economic Parameters

Practical application of cluster analysis on Indian states' economic data, covering K-Means and Hierarchical clustering techniques for grouping and understanding large datasets.

• YouTube
• 53 minutes
• On-Demand
• Free Video

K-Means for Cluster Analysis and Unsupervised Learning in R

49 ratings at Udemy

The powerful K-Means Clustering Algorithm for Cluster Analysis and Unsupervised Machine Learning in R

• Udemy
• 3 hours 10 minutes
• On-Demand
• Paid Course

Microcredential

Mastering Clustering in Machine Learning

16 ratings at CodeSignal

Master clustering algorithms and validation techniques for unsupervised machine learning, from K-means and DBSCAN to hierarchical methods and performance metrics.

• CodeSignal
• 9 hours
• On-Demand
• Free Certificate
• 4 courses

Business Analytics

Master data analysis techniques and business intelligence tools like Tableau to transform raw data into actionable insights that drive organizational growth and informed decision-making.

• GetSmarter
• 8 weeks, 8 hours a week
• 11th May, 2026
• Paid Course

Unsupervised Learning and Clustering

Master unsupervised learning algorithms from scratch, including k-Means, PCA, and DBSCAN. Build clustering implementations, visualize results, and evaluate performance using essential metrics.

• CodeSignal
• 3 hours
• On-Demand
• Free Certificate

K-means Clustering Decoded

Master K-means clustering techniques to group data effectively, from theoretical foundations to practical implementation using Python, with focus on visualization, evaluation metrics, and optimal cluster selection.

• CodeSignal
• 2 hours
• On-Demand
• Free Certificate