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: Ggplot2, Tidyverse (R Package), Data Visualization, Data Analysis, Exploratory Data Analysis, R Programming, Data Visualization Software, Data Manipulation, R (Software)
Intermediate · Guided Project · Less Than 2 Hours

University of California, Irvine
Skills you'll gain: Stakeholder Management, Stakeholder Engagement, Conflict Management, Project Planning, Project Management, Stakeholder Communications, Stakeholder Analysis, Project Scoping, Influencing, Organizational Structure
Mixed · Course · 1 - 3 Months

Skills you'll gain: User Research, Internet Of Things, Usability Testing, Prototyping, Design Thinking, Ideation, Automation, Advanced Analytics, User Experience Design, Big Data, User Centered Design, IT Security Architecture, Interaction Design, Data-Driven Decision-Making, Human Centered Design, Data Management, Robotics, Control Systems, Hardware Architecture, Manufacturing Processes
Beginner · Specialization · 1 - 3 Months

Universidad Austral
Skills you'll gain: Public Policies, Education and Training, Pedagogy, Policty Analysis, Research, and Development, Differentiated Instruction, Community Development, Instructional Strategies, K-12 pedagogy, Cultural Diversity, Socioeconomics
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Application Deployment, Kubernetes, Cloud Applications, Cloud Deployment, Google Cloud Platform, Databases, Containerization, Data Access, PostgreSQL, SQL
Beginner · Project · Less Than 2 Hours

Skills you'll gain: Model Evaluation, Applied Machine Learning, Data Preprocessing, Classification Algorithms, Random Forest Algorithm, Predictive Modeling, Regression Analysis, Decision Tree Learning, Machine Learning, Scikit Learn (Machine Learning Library), Exploratory Data Analysis
Beginner · Guided Project · Less Than 2 Hours

Alfaisal University | KLD
Skills you'll gain: Working Capital, Financial Analysis, Financial Management, Budget Management, Investment Management, Risk Management, Return On Investment, Risk Analysis, Financial Modeling, Cash Management, Business Metrics
Beginner · Course · 1 - 4 Weeks

Korea Advanced Institute of Science and Technology(KAIST)
Skills you'll gain: AI Enablement, Artificial Intelligence, Materials science, Artificial Neural Networks, Image Analysis, Computer Vision, Manufacturing Processes, Machine Learning, Process Control
Beginner · Course · 1 - 3 Months

Tufts University
Skills you'll gain: Statistical Hypothesis Testing, Statistical Inference, Microsoft Excel, Quantitative Research, Probability & Statistics, Statistical Analysis, Analytical Skills, Statistics, Business Analytics, Python Programming, Technical Communication
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Balance Sheet, Financial Statements, Profit and Loss (P&L) Management, Income Statement, Financial Statement Analysis, Financial Reporting, Financial Accounting, Microsoft Excel, Excel Formulas, Financial Acumen, Ledgers (Accounting), Accounting and Finance Software
Intermediate · Guided Project · Less Than 2 Hours

Johns Hopkins University
Skills you'll gain: Data Wrangling, Exploratory Data Analysis, Tidyverse (R Package), Data Manipulation, Data Transformation, Data Cleansing, R Programming, Data Preprocessing, Statistical Programming, Text Mining
Mixed · Course · 1 - 3 Months

Fundação Instituto de Administração
Skills you'll gain: Strategic Decision-Making, Competitive Analysis, Organizational Strategy, Business Strategy, Plan Execution, Sustainable Business, Corporate Strategy, Strategic Thinking, Business Management, Case Studies, Corporate Sustainability, Market Analysis, Business Analysis, Crisis Management, Supplier Management, Supplier Relationship Management, Continuous Monitoring
Intermediate · Course · 1 - 3 Months