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.

Skills you'll gain: Game Theory, Strategic Decision-Making, Strategic Thinking, Decision Making, Systems Thinking, Complex Problem Solving, Spreadsheet Software
Intermediate · Guided Project · Less Than 2 Hours

Universitat Autònoma de Barcelona
Skills you'll gain: Risk Management, Behavioral Economics, Asset Protection, Loans, Financial Planning, Finance, Budgeting, General Finance, Consumer Behaviour, Security Awareness, Psychology, Decision Making
Beginner · Course · 1 - 3 Months

Intuit
Skills you'll gain: Reconciliation, Financial Statements, Financial Statement Analysis, Income Statement, Balance Sheet, Financial Reporting, Financial Analysis, Accounting, Analysis, Business Metrics, General Accounting, Cash Flows, Sales Tax, Accounts Payable, Equities, Payroll
Beginner · Course · 1 - 4 Weeks

The University of North Carolina at Chapel Hill
Skills you'll gain: Data Sharing, Data Management, Data Storage, File Management, Data Security, Information Management, Metadata Management, Data Architecture, Data Governance, Data Quality, Data Integrity, Data Collection, Data Ethics, Version Control
Mixed · Course · 1 - 3 Months

Skills you'll gain: Feature Engineering, Data Visualization Software, Data Cleansing, Classification And Regression Tree (CART), Random Forest Algorithm, Decision Tree Learning, Scikit Learn (Machine Learning Library), Applied Machine Learning, Predictive Modeling, Data Manipulation, Data Science, Data Transformation, Data Processing, Predictive Analytics, Machine Learning, Python Programming
Beginner · Guided Project · Less Than 2 Hours

University of Pennsylvania
Skills you'll gain: Environmental Social And Corporate Governance (ESG), Risk Management, Case Studies, Business Risk Management, Stakeholder Management, Corporate Sustainability, Investment Management, Portfolio Management, Investments, Financial Analysis, Return On Investment, Sustainable Business, Governance
Beginner · Course · 1 - 4 Weeks

Technical University of Denmark (DTU)
Skills you'll gain: Environmental Regulations, Environmental Laws, Environment, Environmental Policy, Environmental Management Systems, Ethical Standards And Conduct, Systems Thinking, Law, Regulation, and Compliance, Cost Benefit Analysis, Case Studies
Mixed · Course · 1 - 3 Months

The University of Melbourne
Skills you'll gain: Financial Analysis, Financial Statement Analysis, Financial Statements, Accounting, Balance Sheet, Income Statement, Financial Reporting, Corporate Finance, Cash Flows, Accrual Accounting, Risk Analysis, Governance
Mixed · Course · 1 - 4 Weeks

IESE Business School
Skills you'll gain: Lean Methodologies, Workforce Management, Service Design, Business Process, Operations Management, Process Optimization, Operational Analysis, Service Management, Operational Efficiency, Staff Management, Sustainable Business, Quality Improvement, Process Flow Diagrams, Capacity Management, Client Services, Case Studies, Decision Making
Beginner · Course · 1 - 3 Months

University of Virginia
Skills you'll gain: Growth Strategies, Mergers & Acquisitions, Business Strategy, New Business Development, Innovation, Organizational Strategy, Strategic Thinking, Market Dynamics, Competitive Analysis, Market Opportunities, Strategic Decision-Making, Business Valuation, Risk Management
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Excel Macros, Key Performance Indicators (KPIs), Prompt Engineering, Data Storytelling, Performance Measurement, Regression Analysis, Business Metrics, Continuous Improvement Process, Performance Analysis, Business Process Improvement, Performance Improvement, Statistical Hypothesis Testing, Responsible AI, ChatGPT, Microsoft Excel, Generative AI, Data Visualization, Business Analysis, Statistical Analysis, Business Intelligence
Intermediate · Specialization · 3 - 6 Months

Universidades Anáhuac
Skills you'll gain: Emotional Intelligence, Self-Awareness, Personal Development, Empathy, Teamwork, Social Skills, Professional Development, Relationship Management, Resilience, Conflict Management, Decision Making, Interpersonal Communications, Stress Management, Self-Motivation, Communication
Beginner · Course · 1 - 3 Months