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 Michigan
Skills you'll gain: Automation, Stakeholder Analysis, Socioeconomics, Environmental Science, Electrical Systems, Economics, Policy, and Social Studies, Emerging Technologies, Technology Roadmaps, Sustainable Technologies, Policy Analysis, Transportation Operations, Social Sciences, Electric Power Systems, Environment, Energy and Utilities, Sustainable Development, Information Privacy, Safety Assurance
Beginner · Course · 1 - 3 Months

Skills you'll gain: Search Engine Optimization, Consumer Behaviour, Marketing, Web Analytics and SEO, Marketing Strategies, Digital Advertising, Keyword Research, Digital Marketing, Marketing Effectiveness, Advertising, Brand Strategy, Market Analysis, Goal Setting
Mixed · Course · 1 - 4 Weeks

Board Infinity
Skills you'll gain: Sprint Planning, Process Improvement, DevOps, User Story, Scalability, Innovation, CI/CD, Continuous Integration, Product Lifecycle Management, Capacity Planning, Organizational Change, Product Development, Key Performance Indicators (KPIs), Prioritization, Scope Management, Dependency Analysis, Maintainability, Cross-Functional Team Leadership, Collaboration, Risk Mitigation
Beginner · Specialization · 1 - 3 Months

Skills you'll gain: Model Evaluation, Exploratory Data Analysis, Data Preprocessing, Predictive Modeling, Decision Tree Learning, Credit Risk, Random Forest Algorithm, Feature Engineering, Financial Modeling, Logistic Regression, Data Analysis, Statistical Machine Learning, Applied Machine Learning, Scikit Learn (Machine Learning Library), Pandas (Python Package), Machine Learning Methods, Classification Algorithms
Mixed · Course · 1 - 4 Weeks

Fundação Instituto de Administração
Skills you'll gain: Sociology, Social Justice, Cultural Diversity, Diversity and Inclusion, Workplace inclusivity, World History, Human Resource Policies, Economics, Industrial and Organizational Psychology, Leadership, Trend Analysis
Beginner · Course · 1 - 4 Weeks
University of Illinois Urbana-Champaign
Skills you'll gain: Lean Six Sigma, Performance Improvement, Statistical Process Controls, Operational Analysis, Process Improvement, Statistical Methods, Continuous Improvement Process, Innovation, Operations Management, Probability & Statistics, Problem Solving
Build toward a degree
Intermediate · Course · 1 - 4 Weeks

Johns Hopkins University
Skills you'll gain: Big Data, Apache Hadoop, Data Infrastructure, Data Processing, Analytics, Data Science, Distributed Computing, Linux, Software Installation, Scalability, System Configuration
Intermediate · Course · 1 - 4 Weeks

University of Maryland, College Park
Skills you'll gain: Self-Awareness, Professional Development, Personal Development, Smart Goals, Goal Setting, Emotional Intelligence, Leadership Development, Empathy & Emotional Intelligence, Adaptability, Cognitive flexibility, Dealing With Ambiguity, Team Leadership, Team Performance Management, Leadership and Management, Leadership, Team Management, Growth Mindedness, Decision Making
Beginner · Course · 1 - 3 Months

Skills you'll gain: Finite Element Methods, Simulation and Simulation Software, Data Validation, Simulations, Engineering Analysis, Verification And Validation, Engineering Design Process, Cloud Engineering, Mechanical Engineering, Scientific Visualization, Physics
Beginner · Guided Project · Less Than 2 Hours

Fundação Instituto de Administração
Skills you'll gain: Marketing Strategies, Strategic Marketing, Marketing, Customer experience strategy (CX), Customer Analysis, Consumer Behaviour, Marketing Management, Marketing Effectiveness, Digital Marketing, Sales Process, Content Strategy, Customer Engagement, Brand Awareness
Beginner · Course · 1 - 4 Weeks

Fundação Instituto de Administração
Skills you'll gain: Complex Problem Solving, Business Leadership, Innovation, Strategic Leadership, Leadership, Adaptability, Organizational Leadership, Systems Thinking, Business Transformation, Agile Methodology, Digital Transformation, Trend Analysis
Beginner · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Social Media, Social Media Strategy, Social Media Marketing, Social Media Campaigns, Social Media Content, Marketing Communications, Target Audience, Media Strategy, Digital Media Strategy, Brand Strategy, Brand Management, Strategic Communication, Marketing Planning, Paid media, Content Strategy, Customer Insights, Shared Media, Content Performance Analysis, Persuasive Communication, Content Creation
Intermediate · Specialization · 1 - 3 Months