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.

IESE Business School
Skills you'll gain: Operations Management, Process Design, Process Improvement, Business Operations, Operational Efficiency, Workflow Management, Process Management, Performance Improvement, Organizational Strategy, Service Improvement, Inventory Management System, Capacity Management, Resource Utilization, Decision Making
Intermediate · Course · 1 - 4 Weeks

Interactive Brokers
Skills you'll gain: Environmental Social And Corporate Governance (ESG), Sustainable Development, Corporate Sustainability, Financial Services, Investment Management, Environmental Regulations, Financial Market, Investments, Sustainability Reporting, Sustainability Standards, Market Trend, Portfolio Management, Market Analysis, Business Ethics, Regulatory Compliance, Data Collection, Due Diligence, Big Data, Data Science, Risk Management
Beginner · Specialization · 3 - 6 Months

Alfaisal University | KLD
Skills you'll gain: Creative Problem-Solving, Cognitive flexibility, Innovation, Organizational Leadership, Strategic Leadership, Leadership, Leadership Development, Business Leadership, Adaptability, Dealing With Ambiguity, Decision Making
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Negotiation, Influencing, Persuasive Communication, Communication, Collaboration, Relationship Building, Decision Making, Active Listening, Self-Awareness, Continuous Improvement Process
Intermediate · Course · 1 - 4 Weeks

Microsoft
Skills you'll gain: Generative AI, Microsoft Copilot, Natural Language Processing, Data Quality, Anomaly Detection, Data Storytelling, Technical Communication, Responsible AI, Data Visualization, Data Ethics, Data-Driven Decision-Making, Interactive Data Visualization, Data Pipelines, Data Cleansing, Data Visualization Software, Data Analysis, Data Science, Data Security, Data Synthesis, Critical Thinking
Beginner · Specialization · 1 - 3 Months

University of Glasgow
Skills you'll gain: Strategic Leadership, Business Transformation, Digital Transformation, Business Leadership, Innovation, Market Research, Cross-Functional Collaboration, Business Strategy, Leadership, Strategic Decision-Making, Organizational Strategy, Business Planning, Leadership Development, Business Development, Leadership and Management, Competitive Analysis, Corporate Strategy, Organizational Leadership, Business Management, Organizational Change
Intermediate · Specialization · 1 - 3 Months

Macquarie University
Skills you'll gain: Governance, Management Accounting, Budgeting, Financial Modeling, Financial Forecasting, Accounting, Financial Analysis, Forecasting, Financial Acumen, Financial Accounting, Financial Statements, Business Acumen, Business Management, Business Ethics, Organizational Strategy, Strategic Decision-Making
Beginner · Course · 1 - 3 Months

Hult International Business School
Skills you'll gain: Responsible AI, AI Product Strategy, Business Leadership, Organizational Leadership, Initiative and Leadership, Stakeholder Management, Productivity, Operational Efficiency, Design Thinking, Decision Making, Agile Project Management, Strategic Planning, Change Management, Cross-Functional Collaboration
Beginner · Course · 1 - 4 Weeks

O.P. Jindal Global University
Skills you'll gain: Crisis Management, Mediation, Leadership Studies, Negotiation, Conflict Management, Diplomacy, Leadership, Policy Analysis, Leadership Development, Social Justice, Organizational Leadership, Ethical Standards And Conduct, Leadership and Management, Business Leadership, Public Policies, Strategic Leadership, Political Sciences, Economics, Policy, and Social Studies, Public Administration, Governance
Beginner · Specialization · 3 - 6 Months

University of London
Skills you'll gain: User Experience Design, User Experience, Wireframing, Persona (User Experience), Application Lifecycle Management, Application Design, Technical Communication, Web Design and Development, Prototyping, UI/UX Research, Web Development, User Research, Mockups, Usability Testing, Application Development, Responsive Web Design, Version Control, Brainstorming, Javascript, MongoDB
Mixed · Course · 1 - 3 Months

National Academy of Sports Medicine
Skills you'll gain: Nutrition Education, Nutrition and Diet, Mindfulness, Self-Awareness, Decision Making, Stress Management, Mental Health
Beginner · Course · 1 - 4 Weeks

Indian Institute for Human Settlements
Skills you'll gain: Innovation, Sustainable Development, Environmental Issue, Social Sciences, Economics, Policy, and Social Studies, Policy Analysis, Climate Change Adaptation, Systems Thinking, Emerging Technologies, Research, Big Data
Intermediate · Course · 1 - 3 Months