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 Colorado Boulder
Skills you'll gain: Business Analytics, Risk Analysis, Data-Driven Decision-Making, Business Analysis, Analytics, Analysis, Strategic Decision-Making, Data Analysis, Marketing Analytics, Decision Making, Business Modeling, Trend Analysis, Process Optimization, Risk Modeling, Simulation and Simulation Software, Market Analysis, Microsoft Excel, Unsupervised Learning, Model Optimization, Spreadsheet Software
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Microsoft Excel, Data Presentation, Interactive Data Visualization, Data Storytelling, Predictive Modeling, Data Visualization Software, Dashboard Creation, Data Synthesis, Spreadsheet Software, Microsoft Copilot, Excel Formulas, Data Analysis, Data-Driven Decision-Making, Forecasting, Prompt Engineering, Data Manipulation, Data Transformation
Beginner · Course · 1 - 3 Months

Skills you'll gain: Git (Version Control System), Version Control, Software Versioning, Software Development Tools, Project Management
Beginner · Guided Project · Less Than 2 Hours

University of Virginia
Skills you'll gain: Business Strategy, Business Strategies, Strategic Thinking, Competitive Analysis, Corporate Strategy, Organizational Strategy, Strategic Decision-Making, Competitive Intelligence, Market Analysis, Market Intelligence, Analysis, Decision Making, Market Dynamics, Value Propositions, Communication
Beginner · Course · 1 - 4 Weeks

University of California, Davis
Skills you'll gain: Self-Awareness, Personal Attributes, Personal Development, Research, Lifelong Learning, Psychosocial Assessments, Goal Setting, Decision Making
Beginner · Course · 1 - 4 Weeks

Knowledge Accelerators
Skills you'll gain: Prompt Engineering, Microsoft Copilot, Dashboard Creation, Excel Macros, Microsoft 365, Data Visualization, Pivot Tables And Charts, Spreadsheet Software, Productivity, AI literacy, Productivity Software, Data Analysis, Data-Driven Decision-Making, Workflow Management, Generative AI Agents, Artificial Intelligence, Customer Data Management, Generative AI, Data Management, Leadership Development
Intermediate · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Agentic systems, Game Theory, Decision Intelligence, Human Development, Behavioral Economics, Artificial Intelligence, Psychology, Simulations, Mathematical Modeling
Beginner · Course · 1 - 4 Weeks

Howard University
Skills you'll gain: Regression Analysis, Correlation Analysis, Spreadsheet Software, Business Analysis, Data-Driven Decision-Making, Data Modeling, Business Modeling, Business Analytics, Microsoft Excel, Business Solutions, Statistical Analysis, Mathematical Modeling, Data Analysis Software, Excel Formulas, Analysis, Statistical Methods, Forecasting, Data Analysis, Operations Research, Business Strategy
Intermediate · Specialization · 1 - 3 Months

Skills you'll gain: Network Security, Open Shortest Path First (OSPF), Network Performance Management, Network Monitoring, Network Planning And Design, Network Engineering, Network Protocols, Infrastructure as Code (IaC), Terraform, Configuration Management, Encryption, System Configuration, Authentications, Scalability
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Responsible AI, Business Analysis, Business Process Modeling, Business Analytics, Stakeholder Management, Generative AI Agents, Business Process, Stakeholder Communications, Business Workflow Analysis, Business Process Improvement, AI Integrations, SQL
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Responsible AI, Data Ethics, AI literacy, Generative AI, Artificial Intelligence, Ethical Standards And Conduct, AI powered creativity, End User Training and Support
Beginner · Course · 1 - 4 Weeks
Skills you'll gain: Financial Statement Analysis, Financial Statements, Credit Risk, Financial Analysis, Portfolio Risk, Market Data, Risk Analysis, Bank Regulations, Securities (Finance), Financial Data, Portfolio Management, Lending and Underwriting, Risk Management, Derivatives, Business Valuation, Financial Market, Investment Management, Financial Regulation, Analytics, Decision Making
Intermediate · Course · 1 - 3 Months