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.

Coursera
Skills you'll gain: AI Enablement, AI Product Strategy, Workforce Management, Human Resources Management and Planning, Human Resource Strategy, Workforce Development, Workforce Planning, Responsible AI, Resource Management, Decision Support Systems, Performance Improvement, Employee Performance Management, Strategic Decision-Making, Data-Driven Decision-Making, Process Optimization, Strategic Planning, Business Ethics
★ 4.8 (20) · Intermediate · 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, Industrial Engineering, C (Programming Language)
★ 4.4 (44) · Intermediate · Specialization · 1 - 3 Months

Technical University of Munich (TUM)
Skills you'll gain: Model Based Systems Engineering, Digital Communications, Control Systems, Vibrations, Structural Analysis, Digital Transformation, Digital Analysis, Communication Systems, Mathematical Modeling, Engineering Design Process, Simulation and Simulation Software, Collaborative Software, Technology Strategies, Model Optimization, Conceptual Design
★ 4.7 (215) · Intermediate · Course · 1 - 3 Months

National Taiwan University
Skills you'll gain: Strategic Thinking, Game Theory, Experimentation, Behavioral Economics, Negotiation, Strategic Decision-Making, Research Design, Economics, Science and Research, Scientific Methods, Decision Making, Social Sciences, Analysis
★ 4.8 (81) · Mixed · Course · 1 - 3 Months

28DIGITAL
★ 4.5 (116) · Intermediate · Course · 1 - 3 Months

Rice University
Skills you'll gain: Business Economics, Game Theory, Market Dynamics, Economics, Market Analysis, Supply And Demand, Operating Cost, Economics, Policy, and Social Studies, Cost Benefit Analysis, Public Policies, Cost Accounting, Consumer Behaviour, Policy Analysis, Research, and Development, Competitive Analysis, Environmental Issue, Production Process, Resource Allocation, Budgeting, Decision Making
★ 4.9 (39) · Beginner · Course · 1 - 3 Months

Johns Hopkins University
Skills you'll gain: Data Literacy, Data Visualization, Research Design, Data Presentation, Descriptive Statistics, Analytics, Descriptive Analytics, Research Methodologies, Analysis, Statistics, Quantitative Research, Statistical Methods
★ 4.6 (186) · Beginner · Course · 1 - 4 Weeks

Arizona State University
Skills you'll gain: Statistical Process Controls, Process Control, Quality Assurance, Semiconductors, Process Validation, Production Process, Verification And Validation, Manufacturing Operations, Manufacturing Processes, Manufacturing and Production, Manufacturing Standards, Process Improvement, Process Analysis, Product Testing, Process Flow Diagrams, Electronics Engineering, Electronics, Reliability, Performance Testing
★ 4.7 (77) · Beginner · Course · 1 - 3 Months
University of Illinois Urbana-Champaign
Skills you'll gain: Trustworthiness, Business Ethics, Business Leadership, Leadership and Management, Organizational Leadership, Emotional Intelligence, Project Management Life Cycle, Decision Making, Leadership, Management Training And Development, Motivational Skills, Recognizing Others, Professionalism, Team Motivation, Leadership Development, Ethical Standards And Conduct, Communication Strategies, Self-Motivation, Project Management
★ 4.7 (48) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Financial Modeling, Entrepreneurial Finance, Business Valuation, Entrepreneurship, Financial Analysis, Finance, Case Studies, Financial Forecasting, Return On Investment, Financial Management, Financial Statement Analysis, Balance Sheet, Investment Management, Financial Statements, Equities, Compensation Analysis, Income Statement, Cash Flows, Analysis, Decision Making
★ 4.8 (13) · Mixed · Course · 1 - 3 Months

Universidad de Palermo
Skills you'll gain: Psychology, Computational Thinking, Systems Thinking, Human Learning, Language Interpretation, Translation, and Studies, Scientific Methods, Science and Research, Decision Intelligence, Research, Grammar, Experimentation, Oral Expression
★ 4.7 (219) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Prompt Engineering, Responsible AI, Business Analysis, Data-Driven Decision-Making, Process Modeling, Data Analysis, Business Workflow Analysis, AI Integrations, Process Analysis, Data Storytelling, Artificial Intelligence, Business Process Automation, Generative AI, Stakeholder Communications, Business Requirements, Requirements Elicitation, Requirements Analysis, Workflow Management, Process Optimization
★ 4.8 (72) · Intermediate · Course · 1 - 4 Weeks