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.

Coursera
Skills you'll gain: Business Research, General Data Protection Regulation (GDPR), Data Ethics, Strategic Decision-Making, Market Research, Business Ethics, Case Studies, Research Design, Research, Research Methodologies, Compliance Management, Law, Regulation, and Compliance, Information Privacy, Data Collection, Informed Consent, Ethical Standards And Conduct, Project Design, Data Capture, Data Analysis
Beginner · Course · 1 - 4 Weeks

John Wiley & Sons
Skills you'll gain: Health Informatics, Risk Management, Value-Based Care, Clinical Practices, Health Care Administration, Health Systems, Care Management, Analytics, Health Information Management, Health Care, Business Analytics, Risk Analysis, Healthcare Industry Knowledge, Analytical Skills, Health Technology, Enterprise Modeling, Healthcare Ethics, Health Education, Data Science, Business Strategy
Intermediate · Course · 3 - 6 Months

Skills you'll gain: General Data Protection Regulation (GDPR), Performance Testing, Multi-Factor Authentication, Information Architecture, Performance Stress Testing, Security Controls, Information Privacy, Compliance Auditing, Performance Tuning, Vulnerability Scanning, Software Documentation, Authentications, ISO/IEC 27001, Penetration Testing, User Accounts, Enterprise Security, Technical Documentation, Single Sign-On (SSO), Security Assertion Markup Language (SAML), End User Training and Support
Intermediate · Specialization · 3 - 6 Months
Skills you'll gain: E-Commerce, Retail Store Operations, Software As A Service, Web Analytics, Scalability, Open Source Technology, Computing Platforms, Growth Strategies, Strategic Decision-Making, Business Software, Analysis, Inventory Control, Decision Making, Data-Driven Decision-Making, Competitive Analysis, Payment Systems
Intermediate · Course · 1 - 4 Weeks

Real Madrid Graduate School Universidad Europea
Skills you'll gain: Sustainable Architecture, Facility Management, Sustainable Design, Data Infrastructure, Digital Transformation, Sustainable Technologies, Brand Management, Stakeholder Analysis, Intellectual Property, Stakeholder Engagement, Stakeholder Management, Architectural Design, Media Strategy, Revenue Management, Internet Of Things, Network Infrastructure, Governance, AI Integrations, Data-Driven Decision-Making, Cybersecurity
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Requirements Management, Cash Management, Requirements Elicitation, Stakeholder Management, Stakeholder Analysis, Stakeholder Engagement, Working Capital, Financial Management, Finance, Operational Efficiency, Banking, Financial Services, Banking Services, Business, Financial Systems, Business Solutions, Business Strategies, Payment Systems, Decision Making, Design
Mixed · Course · 1 - 3 Months

Skills you'll gain: Sales Process, Sales Management, Sales Strategy, Sales Enablement, Sales Development, Sales, Employee Coaching, Motivational Skills, Verbal Communication Skills, Diversity Training, Team Performance Management, General Sales Practices, Management Training And Development, Organizational Leadership, Revenue Management, Customer Relationship Management (CRM) Software, Team Leadership, Performance Management, Negotiation, Coaching
Beginner · Specialization · 1 - 3 Months

Coursera
Skills you'll gain: Generative AI, Prompt Engineering, Data Ethics, AI Security, Decision Intelligence, Intellectual Property, Large Language Modeling, Risk Analysis, Legal Risk, Compliance Management, Governance
Beginner · Course · 1 - 3 Months

Coursera
Skills you'll gain: Competitive Analysis, Value Propositions, Competitive Intelligence, Decision Making, Product Marketing, Communication, Marketing Materials, Marketing Communications, Branding, Marketing, Strategic Communication, Analysis
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Content Performance Analysis, Facebook, Social Media Analytics, Content Optimization, Social Media Content, Social Media, Social Media Marketing, Social Media Management, Content Strategy, Data-Driven Marketing, Instagram, Analytics, Key Performance Indicators (KPIs), Business Metrics, Social Media Strategy, Scalability, Web Presence, Data-Driven Decision-Making, Brand Marketing, Promotional Strategies
Beginner · Course · 1 - 4 Weeks

Packt
Skills you'll gain: GitHub, Git (Version Control System), Version Control, Collaborative Software, Software Versioning, Software Development Tools, Software Installation
Beginner · Course · 1 - 4 Weeks

John Wiley & Sons
Skills you'll gain: Dashboard, Business Planning, Performance Measurement, Financial Management, Performance Metric, Business Strategies, Budgeting, Financial Forecasting, Performance Management, Strategic Leadership, Business Metrics, Strategic Planning, Forecasting, Market Analysis, Business Administration, Microsoft Excel, Strategic Decision-Making, Benchmarking, Innovation
Intermediate · Course · 1 - 3 Months