Decision tree courses can help you learn how to create, interpret, and optimize decision trees for data analysis, classification, and regression tasks. You can build skills in feature selection, model evaluation, and understanding overfitting versus underfitting. Many courses introduce tools like Python's scikit-learn, R's rpart, and various visualization software, that support implementing decision trees and analyzing their performance in real-world datasets.

Skills you'll gain: Version Control, Test Script Development, Continuous Integration, Test Execution Engine, Test Tools, Automation, Scripting, Web Scraping, Hypertext Markup Language (HTML), Software Design Patterns, Development Environment, Integrated Development Environments, Debugging, Command-Line Interface, File I/O
Beginner · Specialization · 3 - 6 Months

Vanderbilt University
Skills you'll gain: AI Enablement, Human Resources, Technical Communication, Human Resource Strategy, Employee Surveys, Prompt Engineering, People Development, Generative AI, Persona Development, Interviewing Skills, Performance Review, Document Management, Analysis
Beginner · Course · 1 - 4 Weeks

Starweaver
Skills you'll gain: Constructive Feedback, Cross-Functional Team Leadership
Intermediate · Course · 1 - 4 Weeks

IE Business School
Skills you'll gain: Critical Thinking, Logical Reasoning, Analytical Skills, Generative AI, Empathy, Cognitive flexibility, Research, Lifelong Learning, Data Analysis, Decision Making, Statistical Analysis
Beginner · Course · 1 - 4 Weeks

University of Maryland, College Park
Skills you'll gain: Data Storytelling, Data Visualization, Data Presentation, Presentations, Data Literacy, Decision Making, Dashboard, Data-Driven Decision-Making, Customer Engagement, Business Transformation, Digital Transformation, Data Strategy, Storytelling, Persuasive Communication, Microsoft PowerPoint, Analytics, Customer Insights, Data Science, Influencing, Stakeholder Engagement
Beginner · Course · 1 - 3 Months

Amazon Web Services
Skills you'll gain: Generative AI, AI Product Strategy, AI Enablement, Strategic Thinking, Machine Learning Methods
Beginner · Course · 1 - 4 Weeks

Fundação Instituto de Administração
Skills you'll gain: Strategic Thinking, Business Strategy, Business Strategies, Strategic Decision-Making, Competitive Analysis, Organizational Strategy, Decision Making, Corporate Strategy, Market Analysis, Analysis, Continuous Monitoring, Market Dynamics
Beginner · Course · 1 - 3 Months

University of Copenhagen
Skills you'll gain: Sustainable Development, Social Impact, Systems Thinking, Social Sciences, Environmental Science, Culture, Timelines, Environmental Policy, Ethical Standards And Conduct, Political Sciences, Economics
Mixed · Course · 1 - 4 Weeks

Emory University
Skills you'll gain: Business, Market Dynamics, Supply Chain Management, Business Strategy, Business Operations, Logistics Management, Business Economics, Marketing, Competitive Analysis, Profit and Loss (P&L) Management, Value Propositions, Strategic Decision-Making, Market Analysis
Beginner · Course · 1 - 3 Months

O.P. Jindal Global University
Skills you'll gain: International Finance, Sustainable Development, Game Theory, Business, Market Analysis, Production Process, Strategic Decision-Making
Build toward a degree
Beginner · Course · 3 - 6 Months

Tecnológico de Monterrey
Skills you'll gain: Negotiation, Strategic Decision-Making, Cultural Diversity, Strategic Thinking, Communication Strategies, Conflict Management, Complex Problem Solving, Plan Execution
Intermediate · Course · 1 - 4 Weeks

University of Copenhagen
Skills you'll gain: Sustainable Development, Public Health, Health Policy, Social Determinants Of Health, Community Development, Gerontology, Landscape Architecture, Climate Change Adaptation, Demography, Environmental Issue, Traffic Flow Optimization, Pollution Prevention
Mixed · Course · 1 - 3 Months