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.

Google Cloud
Skills you'll gain: Google Sheets, Data Visualization Software, Spreadsheet Software, Big Data, Data Storytelling, Data Analysis, Data Presentation, Google Cloud Platform, Data Integration, Data Sharing, Data Manipulation
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Patient-centered Care, Clinical Supervision, Clinical Experience, Healthcare Ethics, Basic Patient Care, Patient Communication, Patient Advocacy, Dignity in Care, Patient Treatment, Patient Safety, Patient Evaluation, Health Care, Ethical Standards And Conduct, Health Assessment, Professionalism, Communication, Healthcare Industry Knowledge, Empathy, Decision Making, Critical Thinking and Problem Solving
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Data Ethics, Financial Modeling, Responsible AI, Financial Forecasting, Financial Statements, Depreciation, Financial Statement Analysis, Financial Accounting, Law, Regulation, and Compliance, Risking, Financial Reporting, Business Ethics, Balance Sheet, AI literacy, Artificial Intelligence, Strategic Decision-Making, Data Management, Finance, Business Strategy, Business
Beginner · Specialization · 3 - 6 Months

Coursera
Skills you'll gain: Responsible AI, Inventory Management System, Inventory Control, Supply Chain Management, Supply Chain, Generative AI, Operational Efficiency, Supply Chain Planning, Inventory and Warehousing, Supply Chain Systems, Transportation, Supply Chain, and Logistics, Data Ethics, Logistics Management, AI Enablement, Demand Planning, AI Integrations, Customer Demand Planning, Emerging Technologies, Predictive Analytics, Automation
Beginner · Course · 1 - 4 Weeks

London Business School
Skills you'll gain: Resilience, Operational Risk, Leadership Development, Adaptability, Team Motivation, Organizational Change, Risk Management, People Development, Organizational Leadership, Risk Management Framework, Organizational Development, Supplier Risk Management, Business Risk Management, Business Operations, Team Management, Leadership, Strategic Planning, Systems Thinking, Strategic Decision-Making, Planning
Intermediate · Course · 1 - 3 Months

Howard University
Skills you'll gain: Linear Algebra, Data Visualization, Applied Mathematics, Plot (Graphics), Scientific Visualization, NumPy, Mathematical Software, Algebra, Jupyter, Data Analysis Software, Mathematical Modeling, Computer Programming Tools, Data Science, Software Development Tools, Python Programming, Software Installation, Data Manipulation, Git (Version Control System), Version Control
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Stakeholder Management, Resource Allocation, Stakeholder Engagement, Change Control, Program Management, Change Management, Stakeholder Communications, Organizational Change, Resource Planning, Resource Management, Stakeholder Analysis, Governance, Program Implementation, Cost Management, Earned Value Management, Team Building, Procurement, Project Management, Project Management Institute (PMI) Methodology, Project Management Life Cycle
Beginner · Course · 1 - 4 Weeks

AI CERTs
Skills you'll gain: Digital Transformation, Business Strategies, Business Process Automation, Technology Strategies, Scalability, Automation, Operational Efficiency, Innovation, Risk Management, Business Analytics, Ethical Standards And Conduct
Beginner · Course · 1 - 3 Months

Skills you'll gain: Decision Making, Driving engagement, Experience Design, Behavioral Economics, Human Factors, Interaction Design, UI/UX Strategy, User Experience, Persona (User Experience), User Centered Design, User Experience Design, Psychology, Experimentation, Design Strategies, Trustworthiness, Motivational Skills, Behavior Management, Behavioral Management, Product Management, Digital Marketing
Beginner · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Crisis Management, Systems Thinking, Stakeholder Communications, Leadership, Strategic Communication, Leadership Development, Contingency Planning, Business Continuity Planning, Resilience, Communication Strategies, Risk Analysis, Systems Engineering, Decision Making, Organizational Strategy, Corporate Strategy, Vulnerability Assessments
Build toward a degree
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Model Evaluation, Feature Engineering, Supervised Learning, Exploratory Data Analysis, Classification Algorithms, Machine Learning Algorithms, Applied Machine Learning, Model Deployment, Decision Tree Learning, Logistic Regression, Data Analysis, Data Preprocessing, Pandas (Python Package), NumPy
Mixed · Course · 1 - 4 Weeks

Packt
Skills you'll gain: Operations Management, Leadership Studies, Team Motivation, Rapport Building, Strategic Leadership, Operational Performance Management, Governance, Employee Engagement, Industrial and Organizational Psychology
Intermediate · Course · 1 - 4 Weeks