Hierarchical Clustering Courses and Certifications

Simons Institute

A Cost Function for Similarity-Based Hierarchical Clustering

Explore a novel cost function for similarity-based hierarchical clustering, examining its theoretical properties and practical implications for machine learning algorithms.

• YouTube
• 41 minutes
• On-Demand
• Free Online Course

Applied Algebraic Topology Network

Hierarchical Clustering on Asymmetric Networks

Explore hierarchical clustering techniques for asymmetric networks, examining methodologies and applications in data analysis and network science.

• YouTube
• 1 hour
• On-Demand
• Free Online Course

SPSS for Beginners - Full Course

54 reviews

Comprehensive guide to SPSS Statistics software, covering data analysis techniques, visualization tools, and statistical methods for beginners. Includes hands-on examples and practical applications.

• freeCodeCamp
• 2-3 hours
• On-Demand
• Free Online Course

Genomic Data Science and Clustering (Bioinformatics V)

90 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
• On-Demand
• Free Online Course (Audit)

Clustering Analysis

Explore unsupervised learning techniques, including clustering methods and dimension reduction, to uncover patterns and insights in diverse datasets through hands-on tutorials and case studies.

• Coursera
• 1 day 13 hours 1 minute
• On-Demand
• Free Online Course (Audit)

Cluster Analysis and Unsupervised Machine Learning in Python

5045 ratings at Udemy

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

• Udemy
• 7 hours 56 minutes
• On-Demand
• Paid Course

Unsupervised Machine Learning : With 2 Capstone ML Projects

87 ratings at Udemy

Learn Complete Unsupervised ML: Clustering Analysis and Dimensionality Reduction

• Udemy
• 2 hours 59 minutes
• On-Demand
• Paid Course

Physics-Inspired Algorithms and Phase Transitions in Community Detection - 2014 Symposium

Explore physics-inspired algorithms for community detection, including phase transitions, statistical inference, and belief propagation. Learn about innovative approaches to clustering and network analysis.

• YouTube
• 48 minutes
• On-Demand
• Free Online Course

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

Network Analysis in the Tidyverse

Learn how to analyze and visualize network data in the R programming language using the tidyverse approach.

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

Unsupervised Learning in Python

71 ratings at DataCamp

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

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

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

The Segmentation & Clustering course provides students with the knowledge to build and apply clustering models to develop sophisticated segmentation in business contexts.

• Udacity
• 3 weeks
• On-Demand
• Free Online Course

Implementing Machine Learning Workflow with Weka

In this course, you will learn how you can develop your machine learning workflow using Weka, an open-source machine learning software for data preparation, machine learning, and predictive model deployment.

• Pluralsight
• 2 hours 2 minutes
• On-Demand
• Free Trial Available