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.

Skills you'll gain: Microsoft Excel, Spreadsheet Software, Data Analysis Expressions (DAX), Business Intelligence, Data Entry
Intermediate · Guided Project · Less Than 2 Hours

Skills you'll gain: SAS (Software), Model Evaluation, Logistic Regression, Predictive Modeling, Classification And Regression Tree (CART), Big Data, Regression Analysis, Statistical Machine Learning, Feature Engineering, Statistical Analysis, Data Preprocessing
Intermediate · Course · 1 - 3 Months

University of Toronto
Skills you'll gain: Diversity Awareness, Diversity and Inclusion, Innovation, Business Analytics, Analysis, Sociology, Diversity Equity and Inclusion Initiatives, Social Justice, Case Studies, Human Centered Design, Leadership Development, Product Development, Risk Mitigation
Beginner · Course · 1 - 4 Weeks

Universidad Nacional Autónoma de México
Skills you'll gain: Organizational Strategy, Governance, Stakeholder Analysis, Corporate Strategy, Business Planning, Business Strategy, Organizational Structure, Strategic Thinking, Business Administration, Environmental Social And Corporate Governance (ESG), Strategic Decision-Making, Competitive Analysis, Entrepreneurship, New Business Development, Market Analysis, Analysis
Mixed · Course · 1 - 3 Months

28DIGITAL
Skills you'll gain: Technology Roadmaps, Technology Strategies, Business Strategy, Forecasting, Strategic Thinking, Innovation, Social Impact, Business, Emerging Technologies, Strategic Decision-Making, Trend Analysis, Business Modeling, Case Studies, Market Dynamics
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Professionalism, Accountability, Time Management, Agile Methodology, Quality Assurance, Planning, Process Improvement, Client Services, Communication Planning, Critical Thinking and Problem Solving, Communication, Decision Making
Beginner · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Model Based Systems Engineering, Systems Engineering, Requirements Analysis, Test Engineering, Systems Thinking, Systems Architecture, Test Planning, Systems Analysis, Functional Requirement, Risk Management Framework, System Testing, System Requirements, Verification And Validation
Build toward a degree
Beginner · Course · 1 - 3 Months

University of Pennsylvania
Skills you'll gain: Environmental Social And Corporate Governance (ESG), Corporate Sustainability, Sustainable Business, Investments, Portfolio Risk, Equities, Return On Investment, Social Impact, Portfolio Management, Business Ethics, Stakeholder Engagement, Environmental Issue, Stakeholder Analysis, Market Trend, Risk Analysis, Climate Change Mitigation, Petroleum Industry, Performance Analysis, Data Collection
Mixed · Course · 1 - 4 Weeks

University of Colorado System
Skills you'll gain: Data Warehousing, Dashboard, Star Schema, Data Visualization Software, Data Mart, MicroStrategy, Business Intelligence, Data Integration, Data Architecture, Extract, Transform, Load, Data Modeling, Case Studies, PostgreSQL, SQL, Data Transformation
Mixed · Course · 1 - 3 Months

Pontificia Universidad Católica de Chile
Skills you'll gain: Traffic Flow Optimization, Transportation Operations, Network Analysis, Engineering Analysis, Mathematical Modeling, Simulations
Beginner · Course · 1 - 4 Weeks

University of Colorado System
Skills you'll gain: Marketing Analytics, Probability & Statistics, Statistical Methods, Regression Analysis, Data-Driven Decision-Making, Data Ethics, Statistical Analysis, Marketing Effectiveness, Statistical Hypothesis Testing, Customer Insights, Customer Analysis, Correlation Analysis, Descriptive Statistics, Data Analysis, Analytics, Marketing Strategies, Exploratory Data Analysis, Statistical Visualization, Statistical Modeling
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Wire Harnesses, Basic Electrical Systems, Maintenance, Repair, and Facility Services, System Monitoring, Control Systems, Electronic Systems, Electrical Systems, Safety Assurance, Test Equipment, Global Positioning Systems, Display Devices, Communication Systems, Engineering, Analysis, Operations
Beginner · Course · 1 - 4 Weeks