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.

Princeton University
Skills you'll gain: Data Structures, Algorithms, Computer Programming, Java, Graph Theory, Theoretical Computer Science, Simulations, Performance Testing
Intermediate · Course · 3 - 6 Months

Skills you'll gain: Generative AI, Large Language Modeling, Business Leadership, AI Product Strategy, Communication, Strategic Leadership, Prompt Engineering, Strategic Communication, Business Transformation, Strategic Decision-Making, Organizational Change, Responsible AI, Business Strategy
Beginner · Course · 1 - 4 Weeks

Emory University
Skills you'll gain: Consulting, Business Consulting, Management Consulting, Interviewing Skills, Professional Networking, Project Management, Case Studies, Team Management, Data-Driven Decision-Making, Complex Problem Solving, Communication
Beginner · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Diversity and Inclusion, Innovation, Organizational Leadership, Industrial and Organizational Psychology, Organizational Change, Creativity, Human Capital, Leadership, Drive Engagement, Team Performance Management, Change Management, Business, Business Strategy, Decision Making, Business Marketing, Neurology
Build toward a degree
Beginner · Course · 1 - 3 Months

Skills you'll gain: Cloud Computing, Cloud Infrastructure, Cloud Services, JavaScript Frameworks, Back-End Web Development, DevOps, Full-Stack Web Development, OpenShift, Version Control, Cloud Development, CI/CD, Software Development, Cloud-Native Computing, Web Applications, Microservices, Containerization, Kubernetes, Web Development, Serverless Computing, Docker (Software)
Intermediate · Course · 1 - 4 Weeks

Starweaver
Skills you'll gain: Revenue Management, Capital Expenditure, Financial Statement Analysis, Advanced Analytics, Hospitality Management, Cost Control, Hospitality, Financial Statements, Budgeting, Financial Analysis, Financial Forecasting, Performance Measurement, Variance Analysis, Business Metrics, Operating Budget, Financial Management, Innovation, Hotels and Accommodations, Service Management, Financial Planning
Intermediate · Specialization · 3 - 6 Months

Johns Hopkins University
Skills you'll gain: Business Ethics, Ethical Standards And Conduct, Diversity and Inclusion, Team Leadership, Responsible AI, Artificial Intelligence, Decision Making, Leadership, Cultural Diversity, Leadership Development
Beginner · Course · 1 - 3 Months

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

Johns Hopkins University
Skills you'll gain: Health Informatics, Clinical Informatics, Change Control, Health Care Administration, IT Management, Strategic Leadership, Health Technology, Health Care, Decision Support Systems, Continuous Quality Improvement (CQI), Electronic Medical Record, System Implementation
Beginner · Course · 1 - 4 Weeks

Arizona State University
Skills you'll gain: Productivity, Personal Development, Self-Awareness, Stress Management, Health Technology, Health And Wellness Coaching, Mental Health, Behavioral Health, Interactive Learning, Relationship Building, Health Assessment, Decision Making
Mixed · Course · 1 - 3 Months

Universiteit Leiden
Skills you'll gain: Value-Based Care, Health Care Administration, Managed Care, Behavioral Economics, Health Systems, Care Management, Payment Systems, Health Policy, Performance Measurement, Program Implementation, Benchmarking, Risk Management, Cost Reduction, Accountability, Decision Making, Critical Thinking
Beginner · Course · 1 - 3 Months

Simplilearn
Skills you'll gain: Prompt Patterns, Prompt Engineering Tools, LangChain, Generative AI, LLM Application, Large Language Modeling, OpenAI, Data Synthesis
Beginner · Course · 1 - 4 Weeks