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.

Macquarie University
Skills you'll gain: Forecasting, Time Series Analysis and Forecasting, Case Studies, Business Metrics, Predictive Modeling, Strategic Thinking, Data-Driven Decision-Making, Microsoft Excel, Decision Making, Estimation, Data Analysis, Data Visualization
★ 4.5 (64) · Intermediate · Course · 1 - 3 Months

Skills you'll gain: Earned Value Management, Workflow Management, Business Process Automation, Change Management, Project Management, Project Controls, Performance Measurement, Automation, Predictive Modeling, AI Enablement, Strategic Communication, Data-Driven Decision-Making, Risk Analysis, Process Improvement and Optimization, Process Optimization, Analytics, Cloud-Based Integration, Generative AI, Systems Integration, Machine Learning
★ 4.4 (37) · Advanced · Specialization · 3 - 6 Months

Skills you'll gain: Quality Management, Culture Transformation, Quality Improvement, Quality Management Systems, Continuous Improvement Process, Quality Assessment, Organizational Development, Operational Excellence, Quality Assurance, Process Improvement, Cost Management, Quality Control, Organizational Change, Customer experience improvement, Team Oriented, Organizational Effectiveness, Decision Making, Culture
★ 4.4 (26) · Mixed · Course · 1 - 4 Weeks

Universidad de Palermo
Skills you'll gain: Game Theory, Decision Making, Strategic Decision-Making, Coordinating, Coordination, Behavioral Economics, Strategic Thinking, Organizational Strategy, Complex Problem Solving, Team Collaboration, Emotional Intelligence, Creative Thinking, Negotiation, Influencing, Psychology
★ 4.8 (49) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Brand Management, Brand Strategy, Branding, Marketing Analytics, Data-Driven Decision-Making, Sustainable Business, Governance, Stakeholder Engagement, Storytelling, Growth Strategies, Innovation, Communication
★ 4.7 (193) · Beginner · Course · 1 - 4 Weeks

Corporate Finance Institute
Skills you'll gain: Business Valuation, Financial Modeling, Revenue Forecasting, Microsoft PowerPoint, Financial Statements, Sales Presentation, Financial Analysis, Oral Expression, Auditing, Sales Presentations, Verbal Communication Skills, Financial Auditing, Financial Forecasting, Presentations, Investment Banking, Equities, Forecasting, Corporate Finance, Microsoft Excel, Data Analysis
★ 4.9 (17) · Intermediate · Specialization · 3 - 6 Months

Emory University
Skills you'll gain: Data-Driven Marketing, Marketing Analytics, AI Personalization, Data-Driven Decision-Making, Marketing Strategies, Contextual Advertising, Marketing, Personalized Campaigns, AI Enablement, Marketing Effectiveness, Responsible AI, MarTech, Data Ethics, Customer experience improvement, Journey Mapping, Artificial Intelligence, Customer Insights, Customer Engagement, Consumer Behaviour, Data Collection
★ 4.5 (63) · Beginner · Course · 1 - 3 Months

Johns Hopkins University
Skills you'll gain: Traffic Flow Optimization, Stormwater Management, Public Works, Landscape Architecture, Civil Engineering, Sustainable Development, Water Sustainability, Health Equity, Architectural Design, Land Development, Hydrology, Water Resources, Sustainable Design, Community Development, Community Health, Environment
★ 4.8 (99) · Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Stakeholder Management, Data Storytelling, People Analytics, Risk Mitigation, Workforce Planning, HR Tech, Consulting, Organizational Strategy, Persuasive Communication, Management Reporting, Communication, Data Visualization, Data Analysis, Talent Management, Strategic Thinking, Employee Engagement, Information Technology, Project Management, Empathy, Statistical Methods
Advanced · Specialization · 3 - 6 Months

University of Michigan
Skills you'll gain: Machine Learning Methods, Machine Learning, Machine Learning Algorithms, Artificial Intelligence and Machine Learning (AI/ML), Transfer Learning, Control Systems, Image Analysis, Robotics, Deep Learning, Computer Vision, Artificial Intelligence, Generative AI, Reinforcement Learning, Algorithms
★ 4.5 (69) · Intermediate · Course · 1 - 4 Weeks

University of Michigan
Skills you'll gain: Health Informatics, Executive Presence, Verbal Strategic Communication, Strategic Communication, Health Technology, Healthcare Ethics, Strategic Planning, Health Policy, Health Care Administration, Leadership, Business Analysis Tools, Business Planning, Communication Strategies, Patient Safety, Innovation, Healthcare Project Management, Telehealth, Continuous Quality Improvement (CQI), Safety Standards, Safety Assurance
★ 4.6 (31) · Beginner · Specialization · 1 - 3 Months
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
★ 4.9 (34) · Beginner · Course · 1 - 4 Weeks