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.

Copenhagen Business School
Skills you'll gain: Business Strategy, Business Planning, Case Studies, Strategic Decision-Making, Strategic Thinking, Plan Execution, Goal Setting, Resource Management, Corporate Strategy, Organizational Strategy, Peer Review, Competitive Analysis, Strategic Planning, Innovation, Organizational Structure, Smart Goals, Project Implementation, Decision Making, Risk Mitigation, Business Strategies
Beginner · Specialization · 3 - 6 Months
Skills you'll gain: Stakeholder Engagement, Business Intelligence, Stakeholder Communications, Data-Driven Decision-Making, Dashboard, Real Time Data, Data Integration, Data Modeling, Data Compilation, Data Analysis, Business Metrics, Plan Execution, Business Process Improvement, Business Process, Project Implementation, Continuous Monitoring
Advanced · Course · 1 - 4 Weeks

Duke University
Skills you'll gain: Deep Learning, Model Evaluation, Unsupervised Learning, Machine Learning Methods, Classification And Regression Tree (CART), Machine Learning, Regression Analysis, Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, Artificial Neural Networks, Decision Tree Learning, Model Training, Computer Vision, Logistic Regression, Supervised Learning, Machine Learning Algorithms, Natural Language Processing, Predictive Modeling, Data Science, Predictive Analytics
Intermediate · Course · 1 - 3 Months
Stanford Online
Skills you'll gain: Organizational Structure, Social Network Analysis, Decision Making, Organizational Leadership, Organizational Development, Organizational Change, Organizational Effectiveness, Strategic Decision-Making, Social Sciences, Culture, Sociology, Resource Management, Case Studies, Knowledge Transfer, Coordination, Influencing
Beginner · Course · 1 - 3 Months

Skills you'll gain: Derivatives, Financial Market, Futures Exchange, Investment Management, Financial Management, Portfolio Risk, Capital Markets, Credit Risk, Financial Trading, Securities (Finance), Investments, Market Dynamics, Risk Management, Finance, Financial Analysis, Decision Making, Risk Analysis, Analysis, Market Analysis, Analytical Skills
Mixed · Course · 1 - 3 Months

Copenhagen Business School
Skills you'll gain: Consumer Behaviour, Marketing Psychology, Decision Making, Sensory Systems Analysis, Branding, Human Learning, Market Research, Business Ethics, Marketing, Brand Loyalty, Ethical Standards And Conduct, Brand Awareness
Beginner · Course · 1 - 3 Months

Meta
Skills you'll gain: React Native, Jest (JavaScript Testing Framework), User Research, Version Control, GitHub, UI/UX Research, Usability Testing, Git (Version Control System), Restful API, Unix Commands, Persona (User Experience), Interaction Design, SQL, User Experience Design, User Interface and User Experience (UI/UX) Design, Command-Line Interface, Mobile Development, React.js, Web Development Tools, Javascript
Beginner · Specialization · 3 - 6 Months
University of Illinois Urbana-Champaign
Skills you'll gain: Entrepreneurship, Strategic Decision-Making, Innovation, Creativity, Team Management, Creative Problem-Solving, Ideation, Technology Strategies, Creative Thinking, Business Modeling, Engineering Management, Strategic Thinking, Collaboration, People Management, Business Planning, Team Collaboration, Decision Making, Strategic Planning, New Product Development, New Business Development
Build toward a degree
Beginner · Specialization · 3 - 6 Months

University of Michigan
Skills you'll gain: Writing and Editing, Writing, Storytelling, Editing, Detail Oriented, Resourcefulness, Decision Making, Creativity, Professionalism, Time Management
Beginner · Course · 1 - 4 Weeks

University of Michigan
Skills you'll gain: Influencing, Constructive Feedback, Storytelling, Decision Making, Professional Networking, Public Speaking, Non-Verbal Communication, Creative Thinking, Self-Awareness, Communication, Creativity, Independent Thinking, People Development, Decision Intelligence, Relationship Building, Tactfulness, People Management, Relationship Management, Growth Mindedness, Recognizing Others
Beginner · Specialization · 1 - 3 Months

Johns Hopkins University
Skills you'll gain: Risk Modeling, Operations Research, Regression Analysis, Microsoft Excel, Business Analytics, Risk Analysis, Business Modeling, Data Modeling, Financial Modeling, Business Analysis, Risk Management, Resource Allocation, Statistical Analysis, Decision Intelligence, Mathematical Modeling, Process Optimization, Statistical Methods, Spreadsheet Software, Predictive Analytics, Transportation Operations
Intermediate · Course · 1 - 3 Months
Indian School of Business
Skills you'll gain: Behavioral Economics, Habit Formation, Psychology, Personal Development, Decision Making, Self-Awareness, Mindfulness
Mixed · Course · 1 - 3 Months