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.

Multiple educators
Skills you'll gain: Cloud Solutions, Cloud Security, Data Literacy, System Monitoring, Private Cloud, Data-Driven Decision-Making, Business Analytics, Team Oriented, Exploratory Data Analysis, Data Management, Hybrid Cloud Computing, Data Visualization Software, Virtual Machines, Process Design, Enterprise Security, Data Processing, Data Manipulation, Statistical Software, Data Import/Export, Computer Programming
★ 4.5 (124) · Beginner · Specialization · 1 - 3 Months

University of California, Irvine
Skills you'll gain: Diversity Equity and Inclusion Initiatives, Diversity Training, Diversity and Inclusion, Diversity Awareness, Workplace inclusivity, Intercultural Competence, Diversity Programs, Cultural Diversity, Human Resources, Human Resource Strategy, Employee Engagement, Decision Making, Leadership
★ 4.7 (243) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Decision Making, Team Motivation, Active Listening, Leadership, Empathy, Strategic Decision-Making, Leadership Development, Decisiveness, Non-Verbal Communication, Drive Engagement, Leadership and Management, Business Leadership, Intercultural Competence, Leadership Studies, Empathy & Emotional Intelligence, Organizational Leadership, Strategic Leadership, Team Leadership, Data-Driven Decision-Making, Emotional Intelligence
★ 4.2 (9) · Beginner · Specialization · 3 - 6 Months

National Taiwan University
Skills you'll gain: Feature Engineering, Autoencoders, Machine Learning Methods, Model Optimization, Deep Learning, Supervised Learning, Regression Analysis, Statistical Machine Learning, Random Forest Algorithm, Decision Tree Learning, Applied Machine Learning, Artificial Neural Networks, Machine Learning Algorithms, Classification Algorithms, Predictive Modeling, Model Training, Dimensionality Reduction, Machine Learning, Embeddings, Model Evaluation
★ 4.9 (35) · Intermediate · Course · 3 - 6 Months

Macquarie University
Skills you'll gain: Adaptability, Web Presence, Business Writing, Professional Development, Writing, Digital Brand Strategy, Communication, Proactivity, Personal Development, Professional Networking, digital literacy, Planning, Lifelong Learning, Self-Awareness, Crisis Management, Design Thinking, Branding, Creative Thinking
★ 4.8 (273) · Mixed · Course · 1 - 3 Months

Harvard Business Review
Skills you'll gain: Budget Management, Financial Statements, Business Planning, Generative AI, Strategic Thinking, Business Acumen, Financial Statement Analysis, Critical Thinking, Plan Execution, Financial Acumen, Prompt Engineering, Strategic Decision-Making, Financial Management, Budgeting, Business Leadership, Responsible AI, Strategic Leadership, Data-Driven Decision-Making, Business Modeling, Digital Transformation
★ 4.7 (50) · Intermediate · Specialization · 1 - 3 Months

Unilever
Skills you'll gain: Data Governance, Data Storytelling, Data Presentation, Data Literacy, Presentations, Data Visualization, Supply Chain, Data Management, Supply Chain Management, Data Analysis, Data Analysis Software, Analytics, Data Visualization Software, Data Quality, Data Compilation, Analytical Skills, Data Cleansing, Data Synthesis, Risk Management, Problem Solving
★ 4.5 (95) · Beginner · Course · 1 - 3 Months

Microsoft
Skills you'll gain: GitHub Copilot, Generative AI, Microsoft Copilot, Prompt Engineering, Test Case, Responsible AI, Microsoft Visual Studio, Version Control, Code Review, Data Ethics, GitHub, Prompt Patterns, Microsoft Development Tools, Integrated Development Environments, AI literacy, Software Versioning, AI Integrations, Risking, Software Development Tools, Project Management
★ 4.3 (245) · Intermediate · Specialization · 1 - 3 Months

University of California, Davis
Skills you'll gain: Data Storytelling, Dashboard Creation, Data Presentation, Dashboard, Data Visualization, Interactive Data Visualization, Stakeholder Analysis, Tableau Software, Data Visualization Software, Requirements Analysis, Stakeholder Management, Data Cleansing, Stakeholder Engagement, Storyboarding, Data Quality, Data Preprocessing
★ 4.6 (1.1K) · Beginner · Course · 1 - 4 Weeks

IE Business School
Skills you'll gain: Retail Management, Marketing Channel, Merchandising, Conflict Management, Retail Store Operations, Market Opportunities, Supply Chain, E-Commerce, Market Dynamics, Vendor Relationship Management, Cross-Channel Marketing, Growth Strategies, Supply Chain Planning, Web Presence, Promotional Strategies, Company, Product, and Service Knowledge, Digital Transformation
★ 4.5 (1.1K) · Beginner · Course · 1 - 4 Weeks

Universidad Nacional Autónoma de México
Skills you'll gain: Organizational Strategy, Governance, Corporate Strategy, Organizational Structure, Business Strategies, Competitive Analysis, Business Management, Business Planning, Business Strategy, Business Ethics, Corporate Sustainability, New Business Development, Environmental Social And Corporate Governance (ESG), Business, Strategic Thinking, Entrepreneurship, Market Analysis, Strategic Decision-Making, Analysis, Stakeholder Analysis
★ 4.8 (551) · Mixed · Course · 1 - 3 Months

Rice University
Skills you'll gain: Computational Thinking, Programming Principles, Algorithms, Data Structures, Theoretical Computer Science, Computer Programming, Program Development, Python Programming, Computer Science, Verification And Validation
★ 4.8 (365) · Intermediate · Course · 1 - 4 Weeks