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.

Copenhagen Business School
Skills you'll gain: Consumer Behaviour, Marketing Psychology, Decision Making, Sensory Systems Analysis, Branding, Human Learning, Market Research, Business Ethics, Marketing, Brand Loyalty, Ethical Standards And Conduct, Brand Awareness
Beginner · Course · 1 - 3 Months

Meta
Skills you'll gain: React Native, iOS Development, Core Data (Software), Restful API, Version Control, Mobile Development, User Research, UI/UX Research, Usability Testing, Apple iOS, Jest (JavaScript Testing Framework), Data Structures, Swift Programming, User Interface (UI), Unix Commands, Apple Xcode, Git (Version Control System), Persona (User Experience), React.js, Javascript
Build toward a degree
Beginner · Professional Certificate · 3 - 6 Months

University of Colorado Boulder
Skills you'll gain: Data Storytelling, Predictive Modeling, Data Presentation, Data Governance, Data Visualization, Predictive Analytics, Model Evaluation, Data Management, Business Analytics, Storytelling, Data Literacy, Analytics, Exploratory Data Analysis, Logistic Regression, Data Quality, Data Analysis, Risk Analysis, Data-Driven Decision-Making, Data Cleansing, SQL
Intermediate · Specialization · 3 - 6 Months

The Expert Academy
Skills you'll gain: Active Listening, B2B Sales, Emotional Intelligence, Empathy & Emotional Intelligence, Consultative Selling, Closing (Sales), Sales Training, Rapport Building, Collaboration, Sales, Stakeholder Communications, Empathy, Stakeholder Engagement, Sales Process, Stakeholder Management, Influencing, Employee Coaching, Coaching, Decision Making, Cultural Sensitivity
Intermediate · Course · 1 - 4 Weeks

Meta
Skills you'll gain: React Native, Jest (JavaScript Testing Framework), Version Control, User Research, UI/UX Research, Usability Testing, Unix Commands, Restful API, Git (Version Control System), Persona (User Experience), GitHub, Interaction Design, User Experience Design, SQL, User Interface and User Experience (UI/UX) Design, Mobile Development, Design Research, React.js, Web Development Tools, Javascript
Beginner · Specialization · 3 - 6 Months

University of London
Skills you'll gain: Corporate Strategy, Business Strategy, Strategic Thinking, Strategic Decision-Making, Growth Strategies, Portfolio Management, New Business Development, Business Valuation, Organizational Structure, Organizational Effectiveness, Decision Making, Resource Allocation, Analysis, Financial Analysis, Influencing
Beginner · Course · 1 - 4 Weeks
Madecraft
Skills you'll gain: Critical Thinking, Critical Thinking and Problem Solving, Deductive Reasoning, Independent Thinking, Logical Reasoning, Social Skills, Active Listening, Analytical Skills, Honesty, Cognitive flexibility, Open Mindset, Creative Thinking, Persuasive Communication, Problem Solving, Research, Decision Making, Communication, Interpersonal Communications, Verbal Communication Skills, Self-Awareness
Beginner · Course · 1 - 4 Weeks

University of California, Davis
Skills you'll gain: Content Marketing, Content Performance Analysis, Content Optimization, Marketing Strategy and Techniques, Goal Setting, Key Performance Indicators (KPIs), Search Engine Optimization, Brand Strategy, Content Scheduling, Strategic Marketing, Content Creation, Marketing Channel, Customer Insights, Writing and Editing, Writing, Selling Techniques, Performance Analysis, Marketing Analytics, Web Analytics and SEO, Social Media Campaigns
Intermediate · Specialization · 3 - 6 Months
University of Pennsylvania
Skills you'll gain: Risk Modeling, Risk Management, Cash Flow Forecasting, Business Modeling, Mathematical Modeling, Data-Driven Decision-Making, Statistical Modeling, Portfolio Management, Forecasting, Regression Analysis, Financial Modeling, Risk Analysis, Data Modeling, Data Presentation, Quantitative Research, Presentations, Financial Forecasting, Spreadsheet Software, Predictive Modeling, Microsoft Excel
Beginner · Specialization · 3 - 6 Months

IESE Business School
Skills you'll gain: Value Propositions, Brand Management, Financial Statements, Customer Analysis, Marketing, Financial Statement Analysis, Branding, Strategic Leadership, Leadership Development, Business Analytics, Income Statement, Business Analysis, Intercultural Competence, Financial Analysis, Accounting, Financial Management, Financial Acumen, Cash Management, Leadership, Finance
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Google Gemini, Gemini, Google Workspace, Productivity Software, Generative AI, AI literacy, Model Training, AI Enablement, Responsible AI, Operational Efficiency, AI Integrations, Business Workflow Analysis, Google Sheets, Complex Problem Solving
Beginner · Course · 1 - 3 Months

University of Michigan
Skills you'll gain: Negotiation, Contract Negotiation, Mediation, Arbitration, Communication, Planning
Mixed · Course · 1 - 3 Months