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.
University of Illinois Urbana-Champaign
Skills you'll gain: Business Analytics, Regression Analysis, Machine Learning Algorithms, Classification And Regression Tree (CART), Applied Machine Learning, Scikit Learn (Machine Learning Library), Unsupervised Learning, Data Processing, Predictive Modeling, Machine Learning, Workflow Management, Python Programming, Supervised Learning
Build toward a degree
Intermediate Ā· Course Ā· 1 - 4 Weeks

Universidad Austral
Skills you'll gain: Interactive Data Visualization, Data Visualization, Data Visualization Software, Tableau Software, Dashboard, Data Storytelling, Tree Maps, Data Presentation, Data Literacy, Software Installation
Beginner Ā· Course Ā· 1 - 4 Weeks

University of Maryland, College Park
Skills you'll gain: Stakeholder Engagement, Team Management, Team Building, Expectation Management, Resource Management, Relationship Management
Beginner Ā· Course Ā· 1 - 3 Months

Skills you'll gain: Data Cleansing, Data Processing, Pandas (Python Package), Applied Machine Learning, Data Import/Export, Classification And Regression Tree (CART), Data Mining, Python Programming, Google Cloud Platform, Scikit Learn (Machine Learning Library), Machine Learning, Supervised Learning, Machine Learning Algorithms
Intermediate Ā· Guided Project Ā· Less Than 2 Hours

L&T EduTech
Skills you'll gain: Oil and Gas, Big Data, Data Management, Data Processing, Artificial Intelligence and Machine Learning (AI/ML), Process Engineering, Anomaly Detection, Image Analysis, Machine Learning, Python Programming, Physical Science, Natural Resource Management, 3D Modeling
Beginner Ā· Course Ā· 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 Ā· Course Ā· 1 - 4 Weeks

University at Buffalo
Skills you'll gain: Governance, Meeting Facilitation, Leadership and Management, Organizational Effectiveness, Leadership, Case Studies, Organizational Structure, Culture Transformation, People Development, Discussion Facilitation, Performance Improvement, Succession Planning, Business Ethics, Culture, Diversity and Inclusion, Recruitment Strategies
Mixed Ā· Course Ā· 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 Ā· Course Ā· 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 Ā· Course Ā· 1 - 4 Weeks

Unilever
Skills you'll gain: Supply Chain Systems, Supply Chain Management, Data Management, Data Lakes, Supply Chain Planning, Data Analysis Software, Real Time Data, Data Storage Technologies, Inventory Management System, Forecasting, Analytics, Demand Planning, Data Analysis, Advanced Analytics, Predictive Analytics, AI Product Strategy, Problem Solving
Beginner Ā· Course Ā· 1 - 4 Weeks

Skills you'll gain: Generative AI, Fraud detection, Predictive Analytics, Financial Services, Personalized Service, Financial Modeling, Financial Trading, Financial Reporting, FinTech, Compliance Management, Artificial Intelligence, Risk Analysis, Emerging Technologies, Banking, Investment Management, Automation
Beginner Ā· Course Ā· 1 - 4 Weeks

National Academy of Sports Medicine
Skills you'll gain: Exercise Science, Physiology, Sports Medicine, Decision Making, Nutrition and Diet, Pharmacology
Beginner Ā· Course Ā· 1 - 4 Weeks