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.

Icahn School of Medicine at Mount Sinai
Skills you'll gain: Health Technology, Health Informatics, Health Care Administration, Health Information Management, Telehealth, Medical Devices, Electronic Medical Record, Computerized Physician Order Entry, Clinical Documentation, Interoperability, Patient-centered Care, Emerging Technologies, Innovation
Intermediate · Course · 3 - 6 Months

Skills you'll gain: Data Storytelling, Qualitative Research, Market Research, Quantitative Research, Data-Driven Decision-Making, Benchmarking, Data Presentation, Descriptive Statistics, Competitive Analysis, Analytical Skills, Research Design, Market Dynamics, Data Analysis, Data Visualization Software, Statistics, User Research, Data Collection, Data Analysis Software, Microsoft Excel, R Programming
Intermediate · Specialization · 1 - 3 Months

Vanderbilt University
Skills you'll gain: AI Enablement, Strategic Decision-Making, Strategic Thinking, Generative AI Agents, Procurement, Generative AI, Competitive Intelligence, Due Diligence, Business Research, Data-Driven Decision-Making, Talent Sourcing, Leadership, Business Consulting, Market Intelligence, Cross-Functional Collaboration, Technical Consulting, Talent Acquisition, Technology Strategies, Agentic systems, Business Ethics
Beginner · Course · 1 - 4 Weeks

Utrecht University
Skills you'll gain: Social Justice, Court Systems, Political Sciences, Immigration Law, Law, Regulation, and Compliance, Diversity Awareness, European History, Cultural Diversity, Social Sciences, Civil Law, Case Law, Media and Communications
Beginner · Course · 1 - 3 Months

Universidad de Palermo
Skills you'll gain: Business Economics, Market Dynamics, Economics, Economic Development, Business, Market Analysis, Public Policies, International Finance, Market Trend, Consumer Behaviour, Policy Analysis, Supply And Demand, Decision Making
Beginner · Course · 1 - 4 Weeks

University of Illinois Urbana-Champaign
Skills you'll gain: Risk Management, Land Management, Risk Mitigation, Business Risk Management, Operational Risk, Supply Chain, Real Estate, Food and Beverage, Balance Sheet, Water Resource Management, Environmental Social And Corporate Governance (ESG), Investments, Food Quality Assurance And Control, Supply Chain Systems, Transportation, Supply Chain, and Logistics, Decision Making, Supply Chain Management, Asset Management, Sustainability Standards, Consumer Behaviour
Intermediate · Specialization · 3 - 6 Months

Illinois Tech
Skills you'll gain: Data Visualization, Microsoft Excel, Excel Formulas, Data Entry, Spreadsheet Software, Data Management, Business Analysis, Decision Making, Business Modeling, Analytics, Report Writing
Build toward a degree
Beginner · Course · 1 - 4 Weeks

Tecnológico de Monterrey
Skills you'll gain: Conflict Management, Negotiation, Communication, Interpersonal Communications, Relationship Building, Emotional Intelligence, Active Listening, Decision Making, Critical Thinking
Intermediate · Course · 1 - 4 Weeks
University of Rochester
Skills you'll gain: Supply And Demand, Market Dynamics, Economics, Consumer Behaviour, Resource Allocation, Cost Benefit Analysis, Market Analysis, Policy Analysis, Decision Making, Investment Management
Beginner · Course · 1 - 4 Weeks
University of Illinois Urbana-Champaign
Skills you'll gain: Corporate Strategy, Stakeholder Analysis, Corporate Sustainability, Organizational Structure, Organizational Strategy, Governance, Business Strategy, Stakeholder Management, Global Marketing, Mergers & Acquisitions, Business Analysis, Business Ethics, Competitive Analysis, Strategic Decision-Making, Cost Benefit Analysis
Build toward a degree
Intermediate · Course · 1 - 4 Weeks

Banco Interamericano de Desarrollo
Skills you'll gain: Failure Analysis, Risk Analysis, Risk Modeling, Feasibility Studies, Risk Management, Hazard Analysis, Project Risk Management, Analysis, Risk Mitigation, Business Risk Management, Mitigation, Business Priorities, Financial Analysis, Disaster Recovery, Cost Benefit Analysis, Climate Change Adaptation, Investment Management, Governance, Resilience, Environment
Advanced · Specialization · 1 - 3 Months

University of California, Irvine
Skills you'll gain: Supply Chain Planning, Demand Planning, Customer Demand Planning, Supply Chain Management, Supply Chain, Capacity Planning, Production Planning, Materials Management, Forecasting, Performance Measurement, Microsoft Excel, Data-Driven Decision-Making, Statistical Methods, Key Performance Indicators (KPIs), Data Analysis, Regression Analysis
Intermediate · Course · 1 - 4 Weeks