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.

Capitals Coalition
Skills you'll gain: Stakeholder Engagement, Stakeholder Analysis, Environmental Social And Corporate Governance (ESG), Corporate Sustainability, Business Risk Management, Sustainable Business, Business Valuation, Cost Benefit Analysis, Natural Resource Management, Human Capital, Case Studies, Decision Making, Project Scoping
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Financial Statement Analysis, Financial Statements, Business Risk Management, Credit Risk, Financial Analysis, Lending and Underwriting, Financial Modeling, Commercial Lending, Risk Analysis, Financial Acumen, Corporate Finance, Operational Risk, Analysis, Income Statement, Balance Sheet, Banking, Market Analysis, Cash Flows
Intermediate · Course · 1 - 4 Weeks

Dubai College of Tourism
Skills you'll gain: Operational Efficiency, Strategic Decision-Making, Revenue Management, Return On Investment, Record Keeping
Beginner · Course · 1 - 4 Weeks

LearnKartS
Skills you'll gain: Application Deployment, Release Management, Salesforce Development, Configuration Management, Version Control, Salesforce, Change Control, Continuous Deployment, Business Reporting, Dashboard
Intermediate · Course · 1 - 4 Weeks

University of Minnesota
Skills you'll gain: Customer Acquisition Management, Target Market, Market Opportunities, Competitive Analysis, Go To Market Strategy, Persona Development, Value Propositions, Strategic Partnership, New Business Development, Product Management, Business Strategy, Business Modeling, Product Lifecycle Management, Product Requirements
Beginner · Course · 1 - 3 Months
Google Cloud
Skills you'll gain: Presentations, Google Workspace, Collaborative Software, Productivity Software, Sales Presentations, Business Software, Version Control, Multimedia, Data Visualization, Organizational Skills, Document Management, Data Sharing
Beginner · Course · 1 - 3 Months
Skills you'll gain: Patient Communication, Nursing Care, Nursing Basics, Patient Education And Counseling, Nursing Process, Clinical Assessment, Health Assessment, Patient Safety, Care Management, Direct Patient Care, Nursing Practices, Clinical Practices, Patient-centered Care, Communication, Infection Control, Prioritization, Collaboration, Project Documentation
Beginner · Course · 1 - 4 Weeks

Dartmouth College
Skills you'll gain: Simulation and Simulation Software, Digital Transformation, Systems Thinking, Complex Problem Solving, Operations Research, Predictive Analytics, Data-Driven Decision-Making, Verification And Validation, Process Optimization, Data Integration, Risk Management, Python Programming, Event-Driven Programming, Probability & Statistics, Performance Analysis
Intermediate · Course · 1 - 3 Months

University of Illinois Urbana-Champaign
Skills you'll gain: Case Studies, Financial Planning, Risk Modeling, Land Management, Financial Modeling, Succession Planning, Digital Assets, Financial Regulation
Beginner · Specialization · 1 - 3 Months

Skills you'll gain: Marketing Analytics, Analysis, Google Analytics, Promotions and Campaigns, Process Optimization, Return On Investment
Intermediate · Course · 1 - 3 Months

University of Illinois Urbana-Champaign
Skills you'll gain: Stakeholder Engagement, Community Outreach, Cultural Diversity, Policy Analysis, Social Sciences, Cultural Sensitivity, Environment and Resource Management, Case Studies, Environmental Issue, Natural Resource Management, Water Resources, Driving engagement, Diversity Equity and Inclusion Initiatives, Governance, Conflict Management, Critical Thinking
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Presentations, Proposal Development, Value Propositions, Sales Presentations, Solution Sales Engineering, Collaborative Software, Collaboration, Meeting Facilitation, Drive Engagement
Beginner · Guided Project · Less Than 2 Hours