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.

Chegg Skills
Skills you'll gain: Excel Formulas, Customer Analysis, Retail Store Operations, Microsoft Excel, Inventory and Warehousing, Inventory Management, Business Analytics, Data Literacy, Business Intelligence, Data Storytelling, Decision Making, Data Analysis, Analysis, Data Presentation, Data Visualization, Statistics, Trend Analysis, Problem Solving, Data Cleansing, Productivity
Beginner · Course · 1 - 4 Weeks
Skills you'll gain: Git (Version Control System), GitHub, Version Control, Continuous Integration, Software Versioning, Collaborative Software, Software Configuration Management, Code Review, Issue Tracking, Command-Line Interface, Software Installation
★ 4.8 (8K) · Beginner · Course · 1 - 4 Weeks

University of Virginia
Skills you'll gain: New Product Development, Product Management, Product Development, Agile Product Development, Innovation, Product Improvement, Ideation, Customer Analysis, Customer Insights, Design Thinking, Stakeholder Engagement, Stakeholder Communications, Customer Engagement, Product Requirements, Agile Methodology, Data-Driven Decision-Making, Stakeholder Management, Product Testing, Business Modeling
★ 4.7 (5.4K) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Git (Version Control System), GitHub, Version Control, Collaborative Software, Software Versioning, Open Source Technology, Command-Line Interface, DevOps
★ 4.6 (2K) · Beginner · Course · 1 - 4 Weeks

University of Pennsylvania
Skills you'll gain: Supply And Demand, Economics, Market Dynamics, Economics, Policy, and Social Studies, Market Analysis, Resource Allocation, Policy Analysis, Tax, Resource Utilization, Consumer Behaviour, Cost Benefit Analysis, Decision Making
★ 4.7 (1.7K) · Mixed · Course · 1 - 3 Months

Skills you'll gain: Business Ethics, Decision Making, Strategic Decision-Making, Ethical Standards And Conduct, Organizational Strategy, Leadership and Management, Business Management, Complex Problem Solving, Social Impact, Corporate Sustainability, Organizational Effectiveness, Culture, Sustainable Business, Economics, Policy, and Social Studies, Accountability
Beginner · Course · 1 - 4 Weeks

Copenhagen Business School
Skills you'll gain: Business Strategy, Business Planning, Strategic Decision-Making, Strategic Thinking, Organizational Strategy, Resource Management, Corporate Strategy, Competitive Analysis, Decision Making, Market Analysis, Global Marketing, Growth Strategies, Market Opportunities, Value Propositions, Market Dynamics
★ 4.5 (1.5K) · Mixed · Course · 1 - 3 Months

University of Michigan
Skills you'll gain: Negotiation, Contract Negotiation, Mediation, Arbitration, Price Negotiation, Intercultural Competence, Planning, Conflict Management, Communication, Influencing, Cultural Sensitivity, Contract Management, Ethical Standards And Conduct, Decision Making
★ 4.9 (1.6K) · Mixed · Course · 1 - 3 Months

Pearson
Skills you'll gain: Insurance, Insurance Policies, Risk Management, Asset Protection, Financial Planning, Decision Making, Cost Management, Cost Reduction
Beginner · Course · 1 - 4 Weeks
University of Illinois Urbana-Champaign
Skills you'll gain: Management Accounting, Cost Accounting, Accounting Systems, Supply Chain, Cost Benefit Analysis, Accounting, Financial Accounting, Cost Management, Process Improvement, Decision Making
★ 4.7 (1.4K) · Intermediate · Course · 1 - 4 Weeks

L&T EduTech
Skills you'll gain: Accident Prevention
Intermediate · Specialization · 1 - 3 Months

Skills you'll gain: Dashboard Creation, Variance Analysis, Dashboard, Business Reporting, Data Presentation, Data Storytelling, Power BI, Financial Reporting, Interactive Data Visualization, Business Intelligence, Report Writing, Data Visualization, Financial Data, User Feedback, Presentations, Financial Analysis, Microsoft Copilot, Data-Driven Decision-Making, Trend Analysis, Microsoft 365
Intermediate · Course · 1 - 3 Months