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.

Arizona State University
Skills you'll gain: Empathy, Emotional Intelligence, Active Listening, Empathy & Emotional Intelligence, Compassion, Leadership, Accountability Frameworks, Personal Development, Discussion Facilitation, Recognizing Others, Self-Awareness, Team Collaboration, Visionary, Team Leadership, Decision Making, Non-Verbal Communication, Interpersonal Communications, Communication, Collaboration, Diversity and Inclusion
★ 4.7 (31) · Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Root Cause Analysis, Risk Modeling, Risk Analysis, Strategic Decision-Making, Analysis, Generative AI, Strategic Thinking, AI Workflows, Risk Management, Data-Driven Decision-Making, Risk Mitigation, Decision Support Systems, Analytical Skills, Correlation Analysis, Anomaly Detection, Responsible AI, Strategic Planning, Scenario Testing, Decision Making
★ 4.7 (20) · Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Prompt Engineering, Prompt Patterns, Prompt Engineering Tools, AI literacy, Document Management, Context Engineering, AI Integrations, Artificial Intelligence, Generative AI, Safety and Security
★ 3.5 (12) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Customer Retention, Sales Presentation, Prompt Engineering, Sales Process, Proposal Development, Account Strategy, Microsoft Copilot, Business Writing, Overcoming Objections, Account Management, Needs Assessment, Customer Relationship Management (CRM) Software, Customer Relationship Management, Sales Prospecting, Sales Enablement, Sales Presentations, Prospecting and Qualification, Customer Success Management, Sales, Business Development
★ 4.5 (24) · Intermediate · Specialization · 3 - 6 Months

Fundação Instituto de Administração
Skills you'll gain: Innovation, Strategic Decision-Making, Competitive Analysis, Ideation, Entrepreneurship, Organizational Strategy, Business Strategy, Plan Execution, Sales Presentations, Strategic Thinking, Project Risk Management, Sustainable Business, Corporate Strategy, Competitive Intelligence, Risk Management, Value Propositions, New Product Development, Presentations, Business Strategies, Strategic Partnership
★ 4.8 (111) · Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Prompt Engineering, Business Workflow Analysis, Business Process Automation, AI Workflows, Agentic Workflows, Prompt Engineering Tools, Generative AI Agents, AI Integrations, AI Orchestration, Automation, Model Deployment, AI Enablement, Performance Measurement, Generative AI, No-Code Development, Decision Intelligence, Responsible AI, Process Optimization, System Monitoring, Scalability
★ 4.4 (27) · Intermediate · Specialization · 3 - 6 Months

Epic Games
Skills you'll gain: Unreal Engine, Virtual Environment, Version Control, 3D Assets, Video Game Development, Software Configuration Management, Game Design, Content Management, Computer Graphics, Software Versioning, User Interface (UI), Collaborative Software, Data Import/Export, Software Installation
★ 4.6 (93) · Beginner · Course · 1 - 3 Months

Skills you'll gain: Empathy, ChatGPT, Active Listening, Data Ethics, Decision Making, Stress Management, Mindfulness, Consumer Behaviour, Responsible AI, Emotional Intelligence, Goal Setting, Prompt Engineering, Health And Wellness Coaching, Human Computer Interaction, Artificial Intelligence, Critical Thinking, Data Analysis, Communication, Psychology, Generative AI
Beginner · Specialization · 3 - 6 Months

University at Buffalo
Skills you'll gain: Data Storytelling, Statistical Process Controls, Data Analysis Software, Data Visualization, Data Presentation, Data Visualization Software, Data-Driven Decision-Making, Business Analytics, Tableau Software, Statistical Visualization, Data Literacy, Data Analysis, Process Capability, Minitab, Data Cleansing, Business Intelligence, Statistical Analysis, Data Quality, Analysis, Process Analysis
★ 4.7 (180) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Prompt Engineering, Responsible AI, Business Analysis, Data-Driven Decision-Making, Process Modeling, Data Analysis, Business Workflow Analysis, AI Integrations, Process Analysis, Data Storytelling, Artificial Intelligence, Business Process Automation, Generative AI, Stakeholder Communications, Business Requirements, Requirements Elicitation, Requirements Analysis, Workflow Management, Process Optimization
★ 4.8 (72) · Intermediate · Course · 1 - 4 Weeks

Northeastern University
Skills you'll gain: Performance Improvement, Process Analysis, Business Process Improvement, Health Care Administration, Process Mapping, Health Administration, Health Systems, Business Analytics, Clinical Trials, Systems Thinking, Quality Improvement, Change Management, Care Management, Analytics, Patient-centered Care, Care Coordination, Clinical Research, Data Analysis, Strategic Thinking, Leadership
★ 4.7 (40) · Mixed · Course · 1 - 4 Weeks

University of Virginia
Skills you'll gain: Business Strategy, Business Strategies, Strategic Thinking, Competitive Analysis, Corporate Strategy, Organizational Strategy, Competitive Intelligence, Strategic Decision-Making, Market Analysis, Analysis, Decision Making, Market Dynamics, Value Propositions, Business Analysis Tools, Communication
★ 4.7 (19) · Beginner · Course · 1 - 4 Weeks