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.

The University of Chicago
Skills you'll gain: Keras (Neural Network Library), Machine Learning Methods, Unsupervised Learning, Machine Learning Algorithms, Deep Learning, Machine Learning, Statistical Machine Learning, Machine Learning Software, Decision Tree Learning, Applied Machine Learning, Scikit Learn (Machine Learning Library), Classification Algorithms, Supervised Learning, Regression Analysis, Artificial Intelligence and Machine Learning (AI/ML), Random Forest Algorithm, Model Training, Dimensionality Reduction, Model Evaluation, Data Preprocessing
★ 3.9 (25) · Intermediate · Course · 1 - 3 Months

Coursera
Skills you'll gain: Accountability Frameworks, Strategic Leadership, Business Leadership, Change Management, Organizational Change, Team Motivation, Leadership, Management Training And Development, Motivational Skills, Trustworthiness, Organizational Leadership, Accountability, Communication Strategies, Visionary, Leadership Development, Workplace inclusivity, Decision Making, Leadership and Management, Diversity and Inclusion, Cross-Functional Team Leadership
★ 4.5 (45) · Beginner · Specialization · 1 - 3 Months

Automation Anywhere
Skills you'll gain: Robotic Process Automation, Business Process Automation, Control Panels, Automation, Test Automation, Process Design, Dashboard Creation, User Provisioning, Return On Investment, Role-Based Access Control (RBAC), Dashboard, Unstructured Data, User Accounts, Project Design, Feasibility Studies, Analytics, Extensible Languages and XML, Decision Intelligence, Artificial Intelligence, Operational Analysis
★ 4.5 (625) · Beginner · Specialization · 3 - 6 Months

28DIGITAL
Skills you'll gain: Strategic Decision-Making, Business Strategy, Strategic Thinking, Business Leadership, Decision Making, Corporate Strategy, Artificial Intelligence, Leadership, Digital Transformation, AI Integrations, Organizational Structure, Organizational Change
★ 4.2 (61) · Beginner · Course · 1 - 4 Weeks

L&T EduTech
Skills you'll gain: Product Lifecycle Management, Embedded Systems, Embedded Software, Automation Engineering, Machine Controls, Manufacturing and Production, Manufacturing Processes, Product Engineering, Robotic Process Automation, Control Systems, Computer-Aided Design, Manufacturing Operations, Automation, Internet Of Things, Production Process, Robotics, Cyber Engineering, Digital Transformation, Business Process Automation, C (Programming Language)
★ 4.5 (43) · Intermediate · Specialization · 1 - 3 Months

Skills you'll gain: Innovation, Organizational Change, Change Management, Corporate Sustainability, Corporate Strategy, Business Transformation, Business Leadership, Process Management, Organizational Development, Growth Strategies, Business Strategy, Culture Transformation, Organizational Structure, Customer Analysis, Consumer Behaviour, Decision Making
★ 4.8 (102) · Beginner · Course · 1 - 3 Months

Columbia University
Skills you'll gain: Care Coordination, Value-Based Care, Care Management, Patient Coordination, Clinical Informatics, Health Informatics, Interoperability, Health Technology, Managed Care, Healthcare Ethics, Patient-centered Care, Health Systems, Health Care, Primary Care, Health Policy, Data Integration, Communication
★ 4.6 (161) · Beginner · Course · 1 - 3 Months

Board Infinity
★ 4 (50) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Java Programming, Java, Integrated Development Environments, Mobile Development, Computer Programming, Programming Principles, Data Structures
★ 4.4 (180) · Beginner · Guided Project · Less Than 2 Hours
University of Illinois Urbana-Champaign
Skills you'll gain: Market Dynamics, Business Economics, Business, Economics, Business Operations, Supply And Demand, Operations, Business Strategy, Market Analysis, Competitive Analysis, Consumer Behaviour, Revenue Management, Entrepreneurship, Decision Making
★ 4.8 (33) · Beginner · Course · 1 - 4 Weeks

Harvard Business Review
Skills you'll gain: Diversity and Inclusion, Business Planning, Diversity Awareness, Diversity Equity and Inclusion Initiatives, Strategic Thinking, Personal Integrity, Business Ethics, Operating Budget, Strategic Leadership, Workplace inclusivity, Marketing Planning, Customer experience strategy (CX), Strategic Decision-Making, Customer Insights, Planning, Growth Strategies, Financial Management, Ethical Standards And Conduct, Market Opportunities, Decision Making
Intermediate · Specialization · 1 - 3 Months

Peking University
Skills you'll gain: Critical Thinking, Independent Thinking, Critical Thinking and Problem Solving, Logical Reasoning, Deductive Reasoning, Curiosity, Creative Thinking, Lifelong Learning, Ethical Standards And Conduct, Problem Solving, Cognitive flexibility, Scientific Methods, Decision Making, Ancient History, Dealing With Ambiguity, Psychology
★ 4.8 (46) · Beginner · Course · 1 - 3 Months