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.

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

Johns Hopkins University
Skills you'll gain: Descriptive Statistics, Linear Algebra, Exploratory Data Analysis, Data-Driven Decision-Making, Data Analysis, Artificial Intelligence, Probability, Regression Analysis, Calculus, Statistical Analysis, Advanced Mathematics, Applied Mathematics, Probability Distribution, Mathematical Modeling, Statistical Modeling, Machine Learning Algorithms, Dimensionality Reduction
Beginner · Course · 1 - 3 Months

Universidad Nacional de Colombia
Skills you'll gain: Healthcare Ethics, Business Ethics, Ethical Standards And Conduct, Environmental Issue, Research, Decision Making, Cultural Diversity, Case Studies
Beginner · Course · 1 - 3 Months

Skills you'll gain: Generative AI, Health Care Procedure and Regulation, Healthcare Ethics, Responsible AI, Healthcare Industry Knowledge, Clinical Documentation, Artificial Intelligence, Health Informatics, Health Technology, Precision Medicine, Medical Imaging, Natural Language Processing, Decision Support Systems
Beginner · Course · 1 - 3 Months

National Taiwan University
Skills you'll gain: Inventory Management System, Strategic Decision-Making, Business Research, Business Strategy, Game Theory, Competitive Analysis, Supply Chain Management, Business Modeling, Business Management, Market Dynamics
Beginner · Course · 1 - 3 Months

Starweaver
Skills you'll gain: Responsible AI, AI Enablement, Technology Roadmaps, Organizational Change, AI Product Strategy, Stakeholder Engagement, Google Gemini, Anthropic Claude, Business Strategy, Strategic Leadership, Leadership, Business Transformation, Change Management, Content Strategy, Corporate Communications, Digital Media Strategy, Non-Verbal Communication, Verbal Communication Skills, Communication Strategies, Communication
Intermediate · Specialization · 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

Board Infinity
Skills you'll gain: Classification Algorithms, Data Preprocessing, Model Deployment, Model Evaluation, Decision Tree Learning, Regression Analysis, Logistic Regression
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Business Writing, Writing, Verbal Communication Skills, Cultural Diversity, Empathy, Professional Development, Active Listening, Business Communication, Constructive Feedback, Diversity and Inclusion, Communication, Relationship Building, Public Speaking, Proactivity
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 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