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.

Johns Hopkins University
Skills you'll gain: Data Visualization Software, Interactive Data Visualization, Geospatial Information and Technology, Color Theory, Tree Maps, Data Storytelling, Heat Maps, Data Mapping, Text Mining, Unstructured Data, Network Analysis
Intermediate · Course · 1 - 3 Months

Alfaisal University | KLD
Skills you'll gain: Game Theory, Strategic Decision-Making, Customer Analysis, Business Strategy, Target Market, Strategic Planning, Organizational Strategy, Business Modeling, Competitive Analysis, Market Analysis
Beginner · Course · 1 - 4 Weeks

University of Maryland, College Park
Skills you'll gain: Digital Transformation, Business Transformation, Case Studies, Leadership, Analytics, Agile Methodology, Business Analytics, Agile Project Management, Organizational Change, Data-Driven Decision-Making, Innovation, Crisis Management, Business Strategy, Project Management
Beginner · Course · 1 - 3 Months

Macquarie University
Skills you'll gain: Strategic Sourcing, Supply Chain Management, Procurement, Logistics, Supply Chain Planning, Transportation, Supply Chain, and Logistics, Supplier Management, Corporate Sustainability, Risk Management, Decision Making
Beginner · Course · 1 - 3 Months

Dartmouth College
Skills you'll gain: Business Ethics, Predictive Modeling, Predictive Analytics, Scikit Learn (Machine Learning Library), Model Evaluation, Digital Transformation, Data-Driven Decision-Making, Feature Engineering, Regression Analysis, Supervised Learning, Python Programming, Cloud Computing, Data Quality, Classification Algorithms, Artificial Neural Networks
Intermediate · Course · 1 - 3 Months

Politecnico di Milano
Skills you'll gain: Health Policy, Economics, Policy, and Social Studies, Crisis Management, Environmental Monitoring, Policty Analysis, Research, and Development, Emergency Response, Spatial Data Analysis, Socioeconomics, Geographic Information Systems, Public Health, Public Health and Disease Prevention, Infectious Diseases, Data Science, Financial Modeling, Finance, Network Analysis, Data Collection, Stakeholder Engagement
Beginner · Course · 1 - 3 Months

University of Huddersfield
Skills you'll gain: Stakeholder Management, Business Strategy, Strategic Planning, Organizational Strategy, Innovation, Stakeholder Analysis, Strategic Leadership, Strategic Thinking, Organizational Change, Strategic Decision-Making, Business Transformation, Business Planning, Case Studies, Business Leadership, Change Management, Growth Strategies, Strategic Prioritization, Strategic Communication, Business Priorities, Critical Thinking and Problem Solving
Beginner · Specialization · 1 - 3 Months

Harvard Business Review
Skills you'll gain: Meeting Facilitation, Time Management, Productivity, Prioritization, Team Performance Management, Planning, Goal Setting, Stress Management, Decision Making
Intermediate · Course · 1 - 4 Weeks

IE Business School
Skills you'll gain: Strategic Decision-Making, Corporate Strategy, Strategic Thinking, Value Propositions, Strategic Sourcing, Business Strategies, Business Strategy, Supply Chain, Mergers & Acquisitions, Supplier Management, Purchasing
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Stakeholder Engagement, Business Leadership, Quality Management, Risk Management, Resource Management, Team Leadership, Communication, Conflict Management
Intermediate · Course · 1 - 4 Weeks

HubSpot Academy
Skills you'll gain: Sales Presentation, Sales Enablement, Sales Management, Lead Generation, HubSpot CRM, Data Visualization, Persona Development, Sales Training, Technical Sales, Sales Strategy, Sales Pipelines, Sales Process, Customer Relationship Building, Sales Development, Target Audience, Data-Driven Decision-Making, Sales, Prospecting and Qualification, Customer Relationship Management (CRM) Software, Dashboard
Beginner · Professional Certificate · 3 - 6 Months

Amazon Web Services
Skills you'll gain: Apache Hadoop, Apache Spark, Big Data, Amazon Web Services, Business Intelligence, Command-Line Interface, Data-Driven Decision-Making, Data Processing, Analytics
Beginner · Course · 1 - 4 Weeks