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.

Google Cloud
Skills you'll gain: Google Sheets, Data Visualization Software, Spreadsheet Software, Big Data, Data Analysis, Data Presentation, Google Workspace, Google Cloud Platform, Data Integration, Data Sharing, Data Manipulation
★ 4.1 (22) · Beginner · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Crisis Management, Systems Thinking, Stakeholder Communications, Leadership, Strategic Communication, Leadership Development, Contingency Planning, Business Continuity Planning, Resilience, Communication Strategies, Risk Analysis, Systems Engineering, Decision Making, Organizational Strategy, Corporate Strategy, Vulnerability Assessments
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Data Storytelling, Data Presentation, Dashboard, Dashboard Creation, Interactive Data Visualization, Data Visualization, Infographics, Data Visualization Software, Data Ethics, Storytelling, Report Writing, Data-Driven Decision-Making, Generative AI, Web Content Accessibility Guidelines, Responsible AI, AI Integrations
★ 4.7 (14) · Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Strategic Sourcing, Supplier Management, Supplier Risk Management, Vendor Management, Contract Negotiation, Supplier Performance Management, Supplier Relationship Management, Procurement, Cost Benefit Analysis, Financial Modeling, Negotiation, Market Research, Market Intelligence, Risk Management, Financial Analysis, Data-Driven Decision-Making, Process Improvement, Spreadsheet Software, Business Communication, Data Analysis
★ 4.2 (6) · Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Data Analysis Expressions (DAX), Dashboard Creation, Power BI, Gross Profit, Data Modeling, Data Import/Export, Interactive Data Visualization, Microsoft Power Platform, People Analytics, Data Analysis, Data Cleansing, Business Reporting, Market Data, Data Transformation, Data-Driven Decision-Making, Case Studies, Analytics, Business Intelligence, Business Analysis, Performance Analysis
★ 4.8 (23) · Beginner · Specialization · 3 - 6 Months

Arizona State University
Skills you'll gain: Creative Thinking, Creative Problem-Solving, Resourcefulness, Creativity, Curiosity, Strategic Thinking, Independent Thinking, Innovation, Decision Making, Collaboration
★ 3.9 (8) · Beginner · Course · 1 - 4 Weeks

University of Michigan
Skills you'll gain: Data Wrangling, Analytical Skills, Data Analysis, Data Preprocessing, Data Cleansing, Data Literacy, AI literacy, Generative AI, ChatGPT, Analytics, Prompt Engineering Tools, Version Control, Data Visualization Software, Statistical Analysis, LLM Application, Software Versioning, Data Collection, Data Management, GitHub, Technical Support
★ 4.5 (23) · Beginner · Course · 1 - 4 Weeks

University of Minnesota
Skills you'll gain: Predictive Modeling, Predictive Analytics, Business Analytics, Customer Analysis, Project Design, Advanced Analytics, Machine Learning Methods, Applied Machine Learning, Business Analysis, Solution Design, Sprint Planning, Machine Learning, Brainstorming, Trend Analysis, Design Thinking, Analysis, Ideation, Decision Tree Learning, Deep Learning, Quality Control
Beginner · Course · 1 - 3 Months

Tecnológico de Monterrey
Skills you'll gain: Data Storytelling, Power BI, Data Presentation, Tableau Software, Data Visualization Software, Data-Driven Decision-Making, Interactive Data Visualization, Dashboard, Plotly, Dashboard Creation, Artificial Intelligence
★ 4.9 (77) · Beginner · Course · 1 - 4 Weeks

University of Illinois Urbana-Champaign
Skills you'll gain: Ideation, Creativity, Professional Development, Teamwork, Team Building, Creative Thinking, Brainstorming, Team Collaboration, Collaboration, Innovation, Social Impact, Cognitive flexibility, Drive Engagement, Open Mindset, Influencing, Communication, Communication Strategies, Decision Making, Overcoming Obstacles
★ 4.5 (22) · Beginner · Course · 1 - 3 Months

FAIR Institute
Skills you'll gain: Cyber Governance, Risk Analysis, Cyber Risk, Risk Appetite, Risk Management Framework, Risk Modeling, Risk Management, Regulatory Compliance, Regulatory Requirements, Cyber Security Strategy, Cybersecurity, Governance, Enterprise Risk Management (ERM), Law, Regulation, and Compliance, Governance Risk Management and Compliance, Business Risk Management, Business Priorities, Strategic Decision-Making, Risk Mitigation, Insurance
★ 4.7 (18) · Intermediate · Specialization · 1 - 3 Months
Starweaver
Skills you'll gain: AI Product Strategy, AI Enablement, Market Opportunities, Scalability, Case Studies, Entrepreneurship, Business Strategy, Business Strategies, ChatGPT, Decision Intelligence, AI Integrations, Artificial Intelligence, Cost Reduction, Innovation, Automation
★ 4.4 (13) · Intermediate · Course · 1 - 4 Weeks