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 Virginia
Skills you'll gain: Courage, Leadership Development, Professional Development, Business Ethics, Organizational Leadership, Initiative and Leadership, Personal Integrity, Employee Coaching, Business Leadership, Overcoming Objections, Leadership, Ethical Standards And Conduct, Empowerment, Self-Awareness, Conflict Management, Personal Development, Decision Making, Advocacy, Oral Expression, Program Implementation
★ 4.7 (616) · Beginner · Course · 1 - 4 Weeks
Madecraft
Skills you'll gain: Marketing Planning, Marketing Effectiveness, Marketing Strategies, Marketing Psychology, Marketing, Strategic Marketing, Marketing Budgets, Marketing Management, Market Share, Marketing Strategy and Techniques, Business Planning, Value Propositions, Competitive Analysis, Data-Driven Marketing, Customer Retention, Brand Marketing, Marketing Automation, Marketing Channel, Marketing Analytics, Consumer Behaviour
Intermediate · Specialization · 3 - 6 Months

Sage Publications
Skills you'll gain: Performance Appraisal, Performance Management, Leadership Studies, Diversity and Inclusion, Staff Management, Stakeholder Engagement, Diversity Equity and Inclusion Initiatives, Resource Allocation, Business Ethics, Resource Management, Organizational Leadership, Leadership, Leadership Development, Leadership and Management, Culture, Social Justice, Ethical Standards And Conduct, Professional Development, Educational Materials, Instructional Strategies
Beginner · Specialization · 3 - 6 Months

IESE Business School
Skills you'll gain: Financial Statements, Financial Management, Financial Acumen, Management Accounting, Finance, Business Metrics, Accounts Payable and Receivable, Business Analysis
★ 4.8 (1.1K) · Mixed · Course · 1 - 4 Weeks
University of Illinois Urbana-Champaign
Skills you'll gain: Cross-Functional Collaboration, Corporate Strategy, Teamwork, Team Leadership, World History, Negotiation, Branding, Economics, Communication Strategies, Leadership and Management, Brand Strategy, Stakeholder Analysis, Political Sciences, Strategic Thinking, Strategic Planning, Market Dynamics, Decision Making, Business Management, Sustainable Business, Stakeholder Engagement
★ 4.7 (1.2K) · Intermediate · Specialization · 3 - 6 Months

University of Colorado Boulder
Skills you'll gain: Prompt Engineering, New Product Development, Model Based Systems Engineering, Model Evaluation, Generative AI, Financial Statement Analysis, Sustainable Business, Data Mining, Field-Programmable Gate Array (FPGA), Delegation Skills, Strategic Decision-Making, Real-Time Operating Systems, Object Oriented Design, Sampling (Statistics), Failure Analysis, Data Ethics, Goal Setting, Database Design, Data Visualization, Supervised Learning
Degree · 1 - 4 Years

Skills you'll gain: Object Oriented Design, Git (Version Control System), Software Design Patterns, Version Control, Secure Coding, Unit Testing, Prompt Engineering, Software Design, Cryptography, Maintainability, Docker (Software), Containerization, Performance Testing, .NET Framework, Prompt Engineering Tools, ASP.NET, C# (Programming Language), Cloud Platforms, LLM Application, General Data Protection Regulation (GDPR)
Intermediate · Specialization · 3 - 6 Months

Microsoft
Skills you'll gain: Agentic Workflows, Responsible AI, AI Workflows, AI Enablement, AI Product Strategy, Environmental Social And Corporate Governance (ESG), Agentic systems, Decision Intelligence, Microsoft Power Platform, AI Security, Microsoft Copilot, Data Strategy, Governance Risk Management and Compliance, Risking, Cyber Governance, Governance, Data Governance, Business Transformation, Solution Architecture, Accountability Frameworks
Beginner · Professional Certificate · 3 - 6 Months

University of Virginia
Skills you'll gain: Growth Strategies, Mergers & Acquisitions, Corporate Strategy, Business Strategy, New Business Development, Innovation, Strategic Thinking, Market Share, Go To Market Strategy, Market Dynamics, Competitive Analysis, Market Opportunities, Strategic Decision-Making, Business Valuation, Cost Benefit Analysis, Risk Management
★ 4.7 (726) · Mixed · Course · 1 - 4 Weeks
Stanford Online
Skills you'll gain: Bayesian Network, Applied Machine Learning, Decision Intelligence, Bayesian Statistics, Graph Theory, Machine Learning Algorithms, Probability Distribution, Network Model, Statistical Modeling, Machine Learning Methods, Markov Model, Machine Learning, Unsupervised Learning, Probability & Statistics, Network Analysis, Statistical Inference, Model Training, Statistical Machine Learning, Model Optimization, Sampling (Statistics)
★ 4.6 (1.6K) · Advanced · Specialization · 3 - 6 Months

University of Michigan
Skills you'll gain: Loans, Finance, Excel Formulas, Microsoft Excel, General Finance, Financial Management, Financial Analysis, Financial Planning, Spreadsheet Software, Cash Flows, Decision Making
★ 4.8 (971) · Beginner · Course · 1 - 4 Weeks

Sage Publications
Skills you'll gain: Retail Sales, Conflict Management, Retail Store Operations, Cross-Channel Marketing, Market Dynamics, Sales Strategy, E-Commerce, Coordinating, Market Analysis, Business-To-Consumer, Supplier Performance Management, Customer Analysis, Vendor Management, Performance Measurement, Strategic Partnership, Performance Management, Systems Analysis, Performance Analysis, Performance Improvement, Model Evaluation
Intermediate · Course · 1 - 3 Months