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.

Universiteit Leiden
Skills you'll gain: Value-Based Care, Health Care Administration, Managed Care, Behavioral Economics, Health Systems, Care Management, Payment Systems, Health Policy, Performance Measurement, Program Implementation, Benchmarking, Risk Management, Cost Reduction, Accountability, Decision Making, Critical Thinking
Beginner · Course · 1 - 3 Months
Skills you'll gain: Strategic Leadership, Business Leadership, Change Management, Organizational Change, Leadership, Organizational Leadership, Visionary, Decision Making, Communication, Executive Presence, Culture Transformation, Organizational Strategy, Emotional Intelligence, Trustworthiness, Workplace inclusivity, Drive Engagement, Conflict Management, Negotiation, Empathy
Intermediate · Course · 1 - 4 Weeks

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, Statistical Reporting, Statistics, Data Collection, Data Analysis Software, Microsoft Excel, R Programming
Intermediate · Specialization · 1 - 3 Months

Institut Mines-Télécom
Skills you'll gain: Decision Making, Strategic Decision-Making, Systems Thinking, Risk Analysis, Complex Problem Solving, Risk Management, Project Risk Management, Project Management, Project Performance, Performance Measurement, Project Closure, Business Modeling, Business Strategy, Innovation
Beginner · Course · 3 - 6 Months

Imperial College London
Skills you'll gain: Epidemiology, Mathematical Modeling, Statistical Modeling, Simulations, Risk Modeling, Infectious Diseases, Public Health, R Programming, Differential Equations, Data Modeling, Statistical Methods, Probability & Statistics
Intermediate · Specialization · 1 - 3 Months

Imperial College London
Skills you'll gain: Research Design, Epidemiology, Biostatistics, Clinical Research, Research Methodologies, Public Health, Statistical Analysis, Sample Size Determination, Data Analysis
Intermediate · Course · 1 - 4 Weeks

Emory University
Skills you'll gain: Business, Market Dynamics, Supply Chain Management, Business Strategy, Logistics Management, Business Economics, Strategic Thinking, Marketing, Competitive Analysis, Profit and Loss (P&L) Management, Value Propositions, Decision Making, Strategic Decision-Making, Market Analysis
Beginner · Course · 1 - 3 Months

Northeastern University
Skills you'll gain: Talent Management, Virtual Teams, Talent Pipelining, Human Resource Strategy, Workforce Development, People Management, Leadership Development, Workforce Planning, Human Resources Management and Planning, Stakeholder Management, Decision Making, Gap Analysis, Organizational Strategy, Cross-Functional Team Leadership, Risk Management, Employee Engagement
Beginner · Course · 1 - 4 Weeks

University of California, Irvine
Skills you'll gain: Extract, Transform, Load, Decision Support Systems, Data Warehousing, Data Mining, Database Design, Business Intelligence, Dashboard, Star Schema, Relational Databases, Database Management, Data Visualization Software, Snowflake Schema, Data Visualization, Business Reporting, SAS (Software), Data Modeling, Interactive Data Visualization, SQL, Data Mart, Descriptive Statistics
Beginner · Specialization · 1 - 3 Months

Fundação Instituto de Administração
Skills you'll gain: Innovation, Project Risk Management, Risk Management, New Product Development, Business Risk Management, Product Lifecycle Management, Business Solutions, Strategic Partnership, Product Development, Project Design, Process Improvement, New Business Development, Product Improvement, Portfolio Management, Continuous Improvement Process, Decision Making
Build toward a degree
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Cash Flow Forecasting, Financial Forecasting, Cash Flows, Financial Analysis, Business Planning, Financial Statements, Entrepreneurship, Financial Planning, Financial Management, Business Strategy, Strategic Decision-Making, Strategic Planning
Mixed · Course · 1 - 4 Weeks

Fundação Instituto de Administração
Skills you'll gain: Culture Transformation, Business Transformation, Employee Engagement, Delegation Skills, Stakeholder Communications, Corporate Communications, Business Communication, Strategic Communication, Internal Communications, Professional Development, Mentorship, Leadership, Business Process, Lifelong Learning, Organizational Change, Communication, Digital Transformation, Business Leadership, Influencing, Team Leadership
Beginner · Specialization · 3 - 6 Months