Cluster analysis courses can help you learn data segmentation, pattern recognition, and the identification of natural groupings within datasets. You can build skills in evaluating clustering methods, interpreting results, and applying statistical techniques to real-world problems. Many courses introduce tools like R, Python, and specialized software for data visualization, that support implementing clustering algorithms and analyzing complex data structures.

University of Colorado Boulder
Skills you'll gain: New Product Development, Product Development, Design Thinking, Engineering Management, Product Management, Market Research, Prototyping, Conceptual Design, Innovation, Product Requirements, Target Market, Mockups, Wireframing, Leadership and Management, Leadership, Creativity, Customer Insights
Build toward a degree
Beginner · Course · 1 - 3 Months

LearnQuest
Skills you'll gain: Random Forest Algorithm, Keras (Neural Network Library), Classification And Regression Tree (CART), Tensorflow, Deep Learning, Artificial Neural Networks, Predictive Modeling, Scikit Learn (Machine Learning Library), Supervised Learning, Machine Learning, Regression Analysis, Python Programming
Intermediate · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Accountability, Decision Making, Conflict Management, Business Ethics, Risk Management, Strategic Leadership, Culture Transformation, Engineering Management, Organizational Leadership, Empathy, Organizational Strategy, Leadership, Professional Development, Employee Engagement, Diversity and Inclusion
Beginner · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Data Presentation, Interactive Data Visualization, Data Visualization Software, Data Storytelling, Dashboard, Data Integration, Data Analysis Expressions (DAX), Data Processing, Data Import/Export
Beginner · Course · 1 - 3 Months

Skills you'll gain: Network Protocols, Network Performance Management, Network Monitoring, Network Troubleshooting, Threat Detection, Network Analysis, TCP/IP, Web Servers, Network Security
Intermediate · Guided Project · Less Than 2 Hours

Duke University
Skills you'll gain: Matplotlib, Data Visualization, Predictive Modeling, Scientific Visualization, Pandas (Python Package), Data Visualization Software, Predictive Analytics, Data Manipulation, Regression Analysis, Data Analysis, Data Cleansing, Data Science, Machine Learning Algorithms, Statistical Inference, Statistics, Probability & Statistics, Python Programming
Intermediate · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Google Cloud Platform, Google Workspace, Natural Language Processing, Cloud Applications, Scripting, Text Mining, Cloud Development, Cloud API, Document Management, Machine Learning
Intermediate · Project · Less Than 2 Hours

Board Infinity
Skills you'll gain: Cyber Threat Hunting, Incident Response, Computer Security Incident Management, Cybersecurity, Network Security, Cyber Security Policies, Threat Detection, Security Controls, Threat Management, Intrusion Detection and Prevention, Firewall, Security Information and Event Management (SIEM), Continuous Monitoring, Endpoint Security, Network Monitoring, Malware Protection
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Microsoft Azure, Unsupervised Learning, Applied Machine Learning, Predictive Analytics, Data Transformation, Cloud Development, Exploratory Data Analysis, Machine Learning Algorithms, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Cloud Computing, User Accounts
Intermediate · Guided Project · Less Than 2 Hours

Pontificia Universidad Católica del Perú
Skills you'll gain: User Story, Persona (User Experience), User Research, Human Centered Design, Functional Requirement, User Requirements Documents, User Experience, Requirements Analysis, System Requirements
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Data Import/Export, Data Visualization Software, Data Visualization, Restful API, Data Mapping, Interactive Data Visualization, Histogram, Data Transformation, Amazon Web Services, Data Processing, Cloud Platforms, Apache Kafka, Scalability, Information Architecture, System Monitoring, Application Performance Management, Cloud Computing, Data Management, JSON, Data Structures
Beginner · Specialization · 1 - 3 Months

Skills you'll gain: Competitive Analysis, Growth Strategies, Value Propositions, Target Market, Consumer Behaviour, Customer Insights, Market Opportunities, Business Strategies, B2B Sales, Price Negotiation, Market Analysis, Business-To-Consumer
Mixed · Course · 1 - 4 Weeks