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.

Duke University
Skills you'll gain: Financial Acumen, Financial Analysis, Operational Efficiency, Business, Finance, Business Strategies, Business Strategy, Strategic Decision-Making
Beginner · Course · 1 - 4 Weeks

Automatic Data Processing, Inc. (ADP)
Skills you'll gain: Diversity Training, Intercultural Competence, Organizational Change, Diversity Equity and Inclusion Initiatives, Cognitive flexibility, Adaptability, Workplace inclusivity, Diversity and Inclusion, Culture Transformation, Open Mindset, Cultural Responsiveness, Organizational Development, Cultural Diversity, Diversity Awareness, Cultural Sensitivity, Diversity Programs, Recognizing Others, Workforce Development, Employee Training, Safety Culture
Beginner · Course · 1 - 4 Weeks

Tecnológico de Monterrey
Skills you'll gain: Patient Evaluation, Patient-centered Care, Clinical Supervision, Clinical Assessment, Clinical Practices, Constructive Feedback, Mentorship, Decision Making
Intermediate · Course · 1 - 4 Weeks

Johns Hopkins University
Skills you'll gain: Operations Research, Resource Allocation, Simulation and Simulation Software, Microsoft Excel, Business Analytics, Data-Driven Decision-Making, Operational Analysis, Transportation Operations, Analytics, Risk Modeling, Business Operations, Risk Analysis, Spreadsheet Software, Process Optimization, Statistical Methods, Business Modeling, Decision Making, Model Optimization, Logistics, Production Planning
Mixed · Course · 1 - 3 Months

University of Michigan
Skills you'll gain: Loans, Finance, Mortgage Loans, General Lending, Financial Management, Excel Formulas, Financial Planning, Microsoft Excel, Financial Analysis, Complex Problem Solving, Spreadsheet Software
Intermediate · Course · 1 - 4 Weeks

28DIGITAL
Intermediate · Course · 1 - 3 Months

Macquarie University
Skills you'll gain: Sample Size Determination, Statistical Hypothesis Testing, Statistics, Descriptive Statistics, Probability & Statistics, Microsoft Excel, Data Analysis, Statistical Analysis, Statistical Inference, Statistical Methods, Spreadsheet Software, Sampling (Statistics), Data-Driven Decision-Making, Box Plots, Data Presentation, Probability Distribution, Descriptive Analytics, Data Visualization Software
Beginner · Course · 1 - 3 Months

University of Copenhagen
Skills you'll gain: Sustainable Development, Public Health, Health Disparities, Community Health, Health Equity, Public Works, Health Policy, Health Promotion, Social Determinants Of Health, Community Development, Sustainable Design, Gerontology, Landscape Architecture, Sanitation, Climate Change Adaptation, Demography, Environmental Issue, Pollution Prevention
Mixed · Course · 1 - 3 Months

Unilever
Skills you'll gain: Descriptive Analytics, Supply Chain, Supply Chain Management, Supply Chain Systems, Supply Chain Planning, Predictive Analytics, Forecasting, Inventory and Warehousing, Inventory Management System, Statistical Programming, Query Languages, Data-Driven Decision-Making, Business Analytics, Advanced Analytics, Analytics, Inventory Control, SQL, Data Presentation, Data Analysis, Technical Communication
Beginner · Course · 1 - 4 Weeks

Association of International Certified Professional Accountants
Skills you'll gain: Data Literacy, Data-Driven Decision-Making, Analytics, Financial Data, Business Analytics, Analytical Skills, Data Analysis, Data Storage Technologies, Project Implementation, Data Analysis Software, Project Scoping, Unstructured Data
Beginner · Course · 1 - 4 Weeks

Alex Genadinik
Skills you'll gain: Habit Formation, Empathy, Strategic Decision-Making, Productivity, Decisiveness, Self-Motivation, Time Management, Stress Management, Self-Discipline, Creativity, Mental Concentration, Growth Mindedness, Logical Reasoning, Empathy & Emotional Intelligence, Data-Driven Decision-Making, Emotional Intelligence, Strategic Thinking, Strategic Prioritization, Personal Development, Critical Thinking
Beginner · Specialization · 3 - 6 Months

United Cities and Local Governments of Africa
Skills you'll gain: Project Finance, Risk Management, Finance, Financial Policy, Risk Analysis, Fiscal Management, Community Development, Capital Expenditure, Decision Making, Financial Systems, Economic Development, Sustainable Development, Tax Management, Tax, Revenue Management, Governance, Stakeholder Engagement
Beginner · Course · 1 - 3 Months