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.

Emory University
Skills you'll gain: Business, Market Dynamics, Supply Chain, Supply Chain Management, Business Management, Business Strategy, Business Operations, Business Acumen, Logistics Management, Business Economics, Business Marketing, Business Modeling, Gross Profit, Strategic Thinking, Marketing, Competitive Analysis, Value Propositions, Decision Making, Strategic Marketing, Strategic Decision-Making
Beginner · Course · 1 - 3 Months

Automatic Data Processing, Inc. (ADP)
Skills you'll gain: Diversity Training, Intercultural Competence, Organizational Change, Diversity Equity and Inclusion Initiatives, Cognitive flexibility, Adaptability, Workplace inclusivity, Diversity and Inclusion, Culture Transformation, Open Mindset, Cultural Responsiveness, Organizational Development, Cultural Diversity, Diversity Awareness, Cultural Sensitivity, Diversity Programs, Recognizing Others, Workforce Development, Employee Training, Safety Culture
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Statistical Hypothesis Testing, Clinical Research, Clinical Data Management, Data Analysis, Analytics, Machine Learning Methods, Healthcare Ethics, Data Literacy, Health Informatics, Regression Analysis, Descriptive Analytics, Predictive Analytics, Machine Learning Software, Supervised Learning, Statistical Analysis, Data Analysis Software, Statistics, Statistical Machine Learning, Decision Tree Learning, Random Forest Algorithm
Intermediate · Course · 1 - 4 Weeks
University of Illinois Urbana-Champaign
Skills you'll gain: Tax Management, Tax Compliance, Partnership Accounting, Income Tax, Corporate Tax, Tax Returns, Tax Preparation, Tax Laws, Tax, Tax Planning, Liquidation, Ethical Standards And Conduct, Organizational Strategy, Property Accounting, Organizational Structure, Strategic Decision-Making, Business Analysis
Build toward a degree
Intermediate · Course · 1 - 3 Months

Skillshare
Skills you'll gain: Layout Design, Interactive Design, UI/UX Strategy, User Experience, Persona (User Experience), Systems Design, User Flows, Graphic and Visual Design, Data Sharing, Design Reviews, Design Software, Version Control
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Innovation, Organizational Change, Change Management, Corporate Sustainability, Corporate Strategy, Business Transformation, Organizational Strategy, Business Leadership, Process Development, Organizational Development, Business Strategies, Growth Strategies, Culture Transformation, Organizational Structure, Product Development, Customer Analysis, Consumer Behaviour, Decision Making
Beginner · Course · 1 - 3 Months
University of Illinois Urbana-Champaign
Skills you'll gain: Market Dynamics, Business Economics, Business, Economics, Business Operations, Supply And Demand, Operations, Business Strategy, Market Analysis, Competitive Analysis, Consumer Behaviour, Revenue Management, Entrepreneurship, Decision Making
Beginner · Course · 1 - 4 Weeks

Edureka
Skills you'll gain: Prompt Patterns, Generative AI Agents, AI Orchestration, AI Workflows, Business Process Automation, Make.com, Large Language Modeling, Automation, ChatGPT, Agentic systems, Generative Model Architectures, Agentic Workflows, LangChain, Responsible AI, AI Security, Workflow Management, OpenAI, Process Optimization, Application Programming Interface (API), Decision Support Systems
Beginner · Specialization · 1 - 3 Months

Starweaver
Skills you'll gain: Responsible AI, Organizational Change, AI Enablement, Operational Efficiency, Stakeholder Engagement, Technology Roadmaps, Decision Intelligence, Innovation, Digital Transformation, Google Gemini, Anthropic Claude, Business Leadership, Change Management, Business Strategy, Leadership, Generative AI, Initiative and Leadership, Organizational Skills, Communication Strategies, Communication
Beginner · Specialization · 1 - 4 Weeks

University of London
Skills you'll gain: Digital pedagogy, Education Software and Technology, Technology Strategies, digital literacy, End User Training and Support, Infrastructure Architecture, Digital Transformation, System Implementation, Innovation, Content Management
Beginner · Course · 1 - 3 Months

Pontificia Universidad Católica del Perú
Skills you'll gain: Behavioral Economics, Behavior Management, Experience Design, Consumer Behaviour, Economics, Social Sciences, Design and Product, Decision Making, Ethical Standards And Conduct, Business Ethics, Social Impact, Influencing
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Data Visualization, Descriptive Statistics, Data Presentation, Statistical Hypothesis Testing, Statistical Visualization, Regression Analysis, Forecasting, Probability Distribution, Data Visualization Software, Business Analytics, Data Analysis, Statistical Analysis, Statistical Methods, Probability & Statistics, Microsoft Excel, Descriptive Analytics, Statistics, Spreadsheet Software, Predictive Analytics, Predictive Modeling
Intermediate · Course · 1 - 3 Months