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.

Coursera
Skills you'll gain: Content Performance Analysis, Email Marketing, Performance Reporting, Campaign Management, Driving engagement, Business Reporting, Digital Analysis, Real Time Data, Email Automation, Data-Driven Marketing, Analysis, Customer Engagement, Data-Driven Decision-Making, Continuous Monitoring
Beginner · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Performance Metric, Workflow Management, Issue Tracking, Performance Analysis, User Feedback, Automation, Performance Measurement, Project Management Software, Accountability Frameworks, Performance Improvement, Operational Efficiency, Service Improvement, Process Improvement, Data-Driven Decision-Making, Prioritization, Systems Integration
Beginner · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Surveys, Market Research, Survey Creation, Data Synthesis, Business Research, Data-Driven Decision-Making, Research Reports, Customer Insights, Research Methodologies, User Feedback, Consumer Behaviour, Data Literacy, Data Storytelling, Research Design, Data Presentation, Product Strategy, Product Improvement, Data Analysis, Data Collection, Data Visualization
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Business Ethics, Responsible AI, AI Security, Data Ethics, Ethical Standards And Conduct, Intellectual Property, Personally Identifiable Information, Stakeholder Engagement, Diversity Equity and Inclusion Initiatives, Information Privacy
Intermediate · Course · 1 - 3 Months

Coursera
Skills you'll gain: Maintainability, Technical Documentation, Document Management, Software Documentation, Technical Writing, Document Control, Technical Communication, Content Management, Collaborative Software, Information Architecture, Version Control
Intermediate · Course · 1 - 4 Weeks
Universidad de Palermo
Skills you'll gain: Key Performance Indicators (KPIs), Human Resource Strategy, Human Capital, Strategic Marketing, Strategic Leadership, Strategic Decision-Making, Marketing, Data-Driven Marketing, IT Management, Marketing Operations, Human Resource Management, Product Planning, Business Process, Business Process Management, Branding, Marketing Planning, Brand Marketing, Leadership and Management, Business Management, Business Leadership
Mastertrack · 6 - 12 Months

Skills you'll gain: Design Thinking, Active Listening, Innovation, Organizational Structure, Creativity, Strategic Thinking, Organizational Strategy, Creative Thinking, Talent Management, Business Strategy, Self-Awareness, Entrepreneurship, Corporate Strategy, Consumer Behaviour, Organizational Effectiveness, Strategic Decision-Making, Leadership Development, User Research, Leadership, Ideation
University Certificate · 6 - 12 Months

Skills you'll gain: Angular, Mobile Development, Verification And Validation, Frontend Integration, Service Design, Front-End Web Development, UI Components, Data Validation, Service Oriented Architecture, JavaScript Frameworks, Business Logic
Beginner · Course · 1 - 4 Weeks

University of Huddersfield
Skills you'll gain: Integrated Marketing Communications, Research Methodologies, Strategic Decision-Making, Scope Management, Negotiation, Leadership Studies, Stakeholder Management, Earned Value Management, Intercultural Competence, Organizational Leadership, Research Design, Project Schedules, Project Controls, Research, Cost Management, Project Management, Data Analysis, Risk Management, Project Scoping, Institutional Review Board (IRB)
Degree · 1 - 4 Years

Pontificia Universidad Católica de Chile
Skills you'll gain: Descriptive Analytics, Business Analytics, Model Evaluation, Data Mining, Logistic Regression, Statistical Reporting, Ggplot2, Plot (Graphics), Data Visualization, Predictive Analytics, Dimensionality Reduction, Statistical Modeling, Big Data, Graphing, Tidyverse (R Package), Predictive Modeling, Analytics, Data Modeling, Data Visualization Software, Data-Driven Decision-Making
Mastertrack · 6 - 12 Months

Universidad de los Andes
Skills you'll gain: Design Thinking, Project Management Life Cycle, Reinforcement Learning, Organizational Strategy, Classification Algorithms, Deep Learning, Engineering Management, Technology Strategies, Systems Thinking, Feasibility Studies, Infrastructure Security, Financial Statements, Environmental Social And Corporate Governance (ESG), Logistic Regression, Agile Software Development, Environmental Management Systems, Responsible AI, Product Development, Asset Management, Crisis Management
Degree · 1 - 4 Years

University of Colorado Boulder
Skills you'll gain: Project Schedules, Sustainability Reporting, Goal Setting, Financial Statements, User Story, Engineering Management, Financial Analysis, Budget Management, Stakeholder Analysis, Financial Statement Analysis, Mental Concentration, Capital Budgeting, Agile Project Management, Cost Estimation, Risk Analysis, Self-Awareness, Financial Modeling, Growth Mindedness, Leadership Development, Personal Development
Graduate Certificate · 6 - 12 Months