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.

University of Colorado System
Skills you'll gain: Responsible AI, Agentic systems, Agentic Workflows, Generative AI Agents, Artificial Intelligence, Risking, Healthcare Ethics, Healthcare Project Management, Artificial Intelligence and Machine Learning (AI/ML), AI Workflows, AI Integrations, Health Technology
★ 4.9 (7) · Beginner · Course · 1 - 4 Weeks

Dartmouth College
Skills you'll gain: Operations Research, Analytics, Business Analytics, Process Optimization, Digital Transformation, Data-Driven Decision-Making, Model Optimization, Strategic Decision-Making, Data Science, Feature Engineering, Complex Problem Solving, Model Evaluation, Python Programming, Decision Making, Mathematical Software, Cloud Computing
Intermediate · Course · 1 - 3 Months

Niel Asher Education
Skills you'll gain: Patient Communication, Injury Prevention, Exercise Science, Physical Therapy, Human Musculoskeletal System, Kinesiology, General Medicine, Family Medicine, Mobility Assistance, Health And Wellness Coaching, Health Care, Pathology, Human Relations Movement
Intermediate · Specialization · 3 - 6 Months

Illinois Tech
Skills you'll gain: Health Informatics, Clinical Informatics, Epic EMR, Health Information Management and Medical Records, Health Systems, Health Information Management, Interoperability, Health Technology, Medical Records, Health Care, Electronic Medical Record System, Health Policy, Clinical Documentation, Medical Terminology, Stakeholder Engagement, Data Analysis
Intermediate · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Sales Strategy, Customer Analysis, AI Personalization, Sales, Personalized Campaigns, Generative AI, Customer Insights, Forecasting, Personalized Service, Data-Driven Decision-Making, Revenue Forecasting, Analytics, AI Integrations
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Microsoft Copilot, Natural Language Processing, AI literacy, Data Storytelling, Data Visualization, Data-Driven Decision-Making, Data Presentation, Generative AI, Data Visualization Software, Data Analysis, Responsible AI, Predictive Modeling
★ 4.7 (35) · Beginner · Course · 1 - 4 Weeks

Alfaisal University | KLD
Skills you'll gain: Capital Budgeting, Financial Analysis, Cost Benefit Analysis, Investments, Decision Making, General Finance, Risk Analysis, Cash Flows
Beginner · Course · 1 - 4 Weeks

University of Virginia
Skills you'll gain: Business Strategy, Competitive Analysis, Strategic Thinking, Business Strategies, Stakeholder Analysis, Corporate Strategy, Strategic Decision-Making, Stakeholder Management, Organizational Strategy, Market Analysis, Case Studies, Growth Strategies, Risk Analysis, Innovation
★ 4.9 (49) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Microsoft Visio, Process Flow Diagrams, Diagram Design, Collaborative Software, Process Design, Process Modeling, Data Visualization, Process Mapping, Workflow Management, Business Workflow Analysis, Business Process Automation, Graphic and Visual Design Software, Process Analysis, Organizational Structure, Graphic and Visual Design, Collaboration, Data Integration
Intermediate · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Diversity Training, Intercultural Competence, Workplace inclusivity, Disabilities, Diversity Equity and Inclusion Initiatives, Emergency Response, Professionalism, Communication Strategies, Behavior Management, De-escalation Techniques, Positive Behavior Support
Beginner · Course · 1 - 3 Months

IE Business School
Skills you'll gain: Market Opportunities, Market Analysis, Market Research, Competitive Analysis, Marketing Management, Market Intelligence, Strategic Decision-Making, Customer Analysis, Marketing Strategies, Marketing, Marketing Planning, Strategic Thinking, Strategic Marketing, Business Strategy, Analysis, Marketing Strategy and Techniques, Growth Strategies
★ 4.5 (11) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Data Warehousing, Extract, Transform, Load, Business Intelligence, Data Modeling, Database Design, Data Management, Data Integration, Performance Tuning, Databases, Data Transformation, Query Languages, Performance Improvement
★ 4.1 (18) · Beginner · Course · 1 - 4 Weeks