Clustering Courses and Certifications

Hierarchical Clustering Deep Dive

Master hierarchical clustering techniques through hands-on Python implementation, from distance metrics to dendrograms, using real-world astronomical and botanical datasets for practical data analysis and visualization.

• CodeSignal
• 2 hours
• Self-Paced
• Free Certificate

Density-Based Clustering Simplified

Master density-based clustering through DBSCAN algorithm implementation, from basic concepts to advanced parameter tuning, with hands-on Python examples using scikit-learn.

• CodeSignal
• 2 hours
• Self-Paced
• Free Certificate

Clustering & Classification

Discover k-means clustering and logistic regression to segment data into meaningful groups and predict class membership probabilities with practical applications.

• Brilliant
• Self-Paced
• Paid Course

Hierarchical Clustering Deep Dive

Discover hierarchical clustering techniques, construct dendrograms, and apply various distance metrics and linkage methods to real-world datasets for meaningful data insights.

• CodeSignal
• 2 hours
• Self-Paced
• Free Certificate

Databricks

Qbeast - Lakehouse Acceleration as a Service

Discover how Qbeast's patented multi-column indexing optimizes lakehouse data layouts, accelerates queries, and reduces compute costs without disrupting existing architectures.

• YouTube
• 12 minutes
• Self-Paced
• Free Video

Genomic Data Science and Clustering (Bioinformatics V)

94 ratings at Coursera

Explore genomic data clustering techniques for gene expression analysis and human migration patterns. Learn algorithms for data point grouping and dimensionality reduction using principal components analysis.

• Coursera
• 9-10 hours
• Self-Paced
• Paid Course

Goldsmiths University of London;  University of London

Foundations of Data Science: K-Means Clustering in Python

735 ratings at Coursera

Learn essential data science concepts, focusing on K-means clustering in Python. Develop mathematical, statistical, and programming skills through hands-on exercises and a practical data clustering project.

• Coursera
• 1 day 5 hours 8 minutes
• Self-Paced
• Paid Course

Unsupervised Learning in Python

81 ratings at DataCamp

Learn how to cluster, transform, visualize, and extract insights from unlabeled datasets using scikit-learn and scipy.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Exploratory Data Analysis

6091 ratings at Coursera

Mastering essential exploratory techniques for summarizing data, including R plotting systems, multivariate statistical methods, and advanced graphing tools for high-dimensional data visualization.

• Coursera
• 55 hours
• Self-Paced
• Paid Course

Greedy Algorithms, Minimum Spanning Trees, and Dynamic Programming

1276 ratings at Coursera

The primary topics in this part of the specialization are: greedy algorithms (scheduling, minimum spanning trees, clustering, Huffman codes) and dynamic programming (knapsack, sequence alignment, optimal search trees).

• Coursera
• 14 hours 41 minutes
• Self-Paced
• Paid Course

Data Science for Business

32 ratings at DataCamp

Learn about data science for managers and businesses and how to use data to strengthen your organization.

• DataCamp
• 2 hours
• Self-Paced
• Free Trial Available

Unsupervised Learning in R

22 ratings at DataCamp

This course provides an intro to clustering and dimensionality reduction in R from a machine learning perspective.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Artificial Intelligence (AI) Concepts in Python

16 ratings at DataCamp

Learn the fundamentals behind AI and Machine Learning.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Statistical Techniques in Tableau

17 ratings at DataCamp

Take your reporting skills to the next level with Tableau’s built-in statistical functions.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Analyzing Survey Data in R

11 ratings at DataCamp

Learn survey design using common design structures followed by visualizing and analyzing survey results.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available