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.

Skills you'll gain: Financial Modeling, Strategic Decision-Making, Financial Forecasting, Operating Cost, Forecasting, Financial Analysis, Operating Expense, Financial Statement Analysis, Revenue Forecasting, Financial Data, Business Valuation, Financial Statements, Cash Flow Forecasting, Income Statement, Financial Reporting, Business Modeling, Working Capital, Trend Analysis, Depreciation, Balance Sheet
Mixed · Course · 1 - 4 Weeks
University of Illinois Urbana-Champaign
Skills you'll gain: Culture, Cultural Diversity, Cultural Sensitivity, Intercultural Competence, Diversity Marketing, Global Marketing, Diversity Awareness, Consumer Behaviour, Brand Management, Human Resource Management, Coordination
Build toward a degree
Beginner · Course · 1 - 3 Months

Banco Interamericano de Desarrollo
Skills you'll gain: Persuasive Communication, Communication, Public Speaking, Resilience, Empowerment, Professional Development, Emotional Intelligence, Mentorship, Employee Coaching, Professional Networking, Branding, Assertiveness, Self-Awareness, Self-Motivation, Leadership Development, Leadership, Empathy, Social Media, Proactivity, Decision Making
Beginner · Course · 1 - 4 Weeks

National Academy of Sports Medicine
Skills you'll gain: Nutrition Counseling, Nutrition Education, Nutrition and Diet, Habit Formation, Mindfulness, Self-Awareness, Decision Making, Mental Health
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Data Visualization, Data-Driven Decision-Making, Data Management, Data Manipulation, SQL
Beginner · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Google Analytics, Web Analytics, Data-Driven Marketing, Marketing Effectiveness, Conversion Funnel Analysis, Marketing Analytics, Looker (Software), Content Performance Analysis, Data Visualization, Marketing Automation, Digital Marketing Tools, Customer Insights, Campaign Management, Data-Driven Decision-Making, Business Reporting, Performance Reporting, Trend Analysis, Data Validation, Statistical Analysis, Key Performance Indicators (KPIs)
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: GitHub, Version Control, Git (Version Control System), Unix Shell, Software Versioning, Linux Commands, Command-Line Interface, Collaborative Software, Software Configuration Management, Software Installation, Configuration Management, File Systems, File Management, System Configuration
Beginner · Course · 1 - 3 Months

Skills you'll gain: Responsible AI, Data Ethics, Generative AI, Large Language Modeling, Artificial Intelligence, AI Workflows, Model Optimization, MLOps (Machine Learning Operations), Information Privacy, Model Deployment, Machine Learning, Natural Language Processing, Version Control, Model Evaluation, Scalability
Intermediate · Course · 1 - 4 Weeks

FAIR Institute
Skills you'll gain: Cyber Risk, Cyber Governance, Risk Management, Enterprise Risk Management (ERM), Risk Management Framework, Cyber Security Strategy, Risk Analysis, Risk Modeling, Risk Appetite, Operational Risk, Business Risk Management, Compliance Management, Incident Response, Business Priorities, Stakeholder Communications, Computer Security Incident Management, Continuous Improvement Process, Compliance Reporting, Decision Making, Stakeholder Management
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Continuous Improvement Process, Performance Improvement, Project Risk Management, Performance Metric, Process Improvement, Quality Improvement, Risk Management, Process Improvement and Optimization, Risk Analysis, Operational Performance Management, Process Management, Performance Measurement, Quality Management, Performance Management, Process Capability, Process Validation, Risk Mitigation, Project Management, Quality Assurance, Process Optimization
Mixed · Course · 1 - 4 Weeks

University of California, Santa Barbara
Skills you'll gain: Management Accounting, Cost Accounting, Budgeting, Accounting, Cost Control, General Accounting, Cost Management, Operating Budget, Financial Accounting, Manufacturing Operations, Profit and Loss (P&L) Management, Resource Allocation, Production Planning, Decision Making
Intermediate · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Social Media, Social Media Strategy, Social Media Marketing, Social Media Management, Social Media Analytics, Customer Engagement, Market Trend, Business, Business Strategy, Customer Insights, Brand Management, Digital Marketing Tools, Strategic Thinking, Web Presence, Strategic Decision-Making, Trend Analysis, Data-Driven Decision-Making, Analytical Skills, Continuous Monitoring
Beginner · Course · 1 - 4 Weeks