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 Illinois Urbana-Champaign
Skills you'll gain: Business Ethics, Ethical Standards And Conduct, Corporate Sustainability, Stakeholder Management, Stakeholder Analysis, Cultural Sensitivity, Decision Making, Sustainable Business, Cultural Diversity, International Relations, Corporate Strategy
Beginner · Course · 1 - 4 Weeks
Skills you'll gain: SQL, SAS (Software), Database Management, Query Languages, Case Studies, Data Access, Program Development, Statistical Programming, Data Presentation, Scripting, Perl (Programming Language), Data Processing, Automation, Data Integration, Stored Procedure, Data Manipulation, Data Transformation, Debugging, Data Validation, Data Analysis
Build toward a degree
Intermediate · Professional Certificate · 3 - 6 Months

University of California, Irvine
Skills you'll gain: Negotiation, Conflict Management, Mediation, De-escalation Techniques, Interpersonal Communications, Emotional Intelligence, Communication Strategies, Problem Solving, Cooperation, Leadership, Verbal Communication Skills, Strategic Communication
Mixed · Course · 1 - 3 Months

Skills you'll gain: Tensorflow, Dataflow, Model Deployment, Google Cloud Platform, Data Lakes, Data Pipelines, Feature Engineering, Real Time Data, Unstructured Data, Applied Machine Learning, Apache Spark, Dashboard, Extract, Transform, Load, Data Migration, Data Warehousing, Big Data, Data Infrastructure, Serverless Computing, Data Architecture, MLOps (Machine Learning Operations)
Intermediate · Specialization · 3 - 6 Months

Vanderbilt University
Skills you'll gain: Generative AI Agents, AI Workflows, AI Orchestration, Agentic systems, LLM Application, Tool Calling, OpenAI, Prompt Engineering, Application Development, Software Documentation, File Management
Beginner · Course · 1 - 3 Months

Johns Hopkins University
Skills you'll gain: Employee Onboarding, Team Motivation, Interviewing Skills, Organizational Leadership, Data Strategy, Team Management, Team Building, People Management, Technical Management, Recruitment, Data Science, Cross-Functional Collaboration
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Marketing Analytics, Social Media Marketing, Campaign Management, Communication, Analysis, Presentations, Social Media, Marketing, Digital Marketing, Marketing Strategies, Digital Advertising
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Blogs, Content Management Systems, Search Engine Optimization, Web Analytics and SEO, Keyword Research, Web Content
Beginner · Guided Project · Less Than 2 Hours

École Nationale des Ponts et Chaussées
Skills you'll gain: Socioeconomics, Social Impact, Sustainable Development, Market Dynamics, Civil Engineering, Economic Development, Market Analysis, Sustainable Technologies, Public Policies, Environmental Policy, Electric Power Systems, Environmental Science, Economics, Cost Benefit Analysis, Climate Change Mitigation, Innovation
Beginner · Course · 3 - 6 Months

Banco Interamericano de Desarrollo
Skills you'll gain: Project Risk Management, Risk Management, Project Design, Work Breakdown Structure, Risk Analysis, Risk Mitigation, Case Studies, Cost Management, Earned Value Management, Project Scoping, Project Controls, Project Schedules, Project Management, Project Closure, Sustainable Development, Program Evaluation, Communication Planning, Procurement, Budget Management, Continuous Monitoring
Beginner · Specialization · 3 - 6 Months

Rice University
Skills you'll gain: Apache Kafka, Apache Spark, Apache Hadoop, Distributed Computing, Java, Software Architecture, Systems Architecture, Programming Principles, Scala Programming, Servers, Algorithms
Intermediate · Course · 1 - 3 Months

Microsoft
Skills you'll gain: Data Storytelling, Data Presentation, Power BI, Data Visualization Software, Data Visualization, Interactive Data Visualization, Statistical Visualization, Dashboard, Data-Driven Decision-Making, Business Intelligence, Pivot Tables And Charts, Data Analysis, Scatter Plots, Histogram
Beginner · Course · 1 - 4 Weeks