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.

Technical University of Munich (TUM)
Skills you'll gain: Inventory Management System, Supply Chain Management, Supply Chain, Supply Chain Planning, Transportation, Supply Chain, and Logistics, Risk Mitigation, Process Optimization, Operations Management, Risk Management, Logistics, Business Technologies, Cost Reduction, Operational Performance Management, Business Metrics, Forecasting, Financial Analysis
Beginner · Course · 1 - 3 Months

University of Maryland, College Park
Skills you'll gain: Entrepreneurship, Innovation, Market Opportunities, Corporate Strategy, New Business Development, Value Propositions, Business Strategy, Competitive Analysis, Strategic Decision-Making, Market Analysis
Beginner · Course · 1 - 4 Weeks

Politecnico di Milano
Skills you'll gain: Data Strategy, Business Modeling, Data Ethics, Design Thinking, Innovation, Customer Data Management, Augmented and Virtual Reality (AR/VR), Market Opportunities, Data Governance, Technology Strategies, Data Management, Data-Driven Decision-Making, Platform As A Service (PaaS), Product Development, Big Data, Customer Insights, Strategic Thinking, Systems Thinking, Digital Transformation, Business Transformation
Beginner · Specialization · 3 - 6 Months

University of Maryland, College Park
Skills you'll gain: Sustainable Architecture, Construction Management, Energy and Utilities, Sustainable Technologies, Facility Management, Sustainable Engineering, Building Information Modeling, Stormwater Management, Sustainability Standards, Decision Making, Environmental Engineering, Stakeholder Management, HVAC, Project Management, Waste Minimization, Risk Analysis
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Test Planning, OpenAI API, Version Control, Debugging, Google Gemini, Software Design Patterns, Object Oriented Design, ChatGPT, Software Testing, Test Tools, Responsible AI, Infrastructure as Code (IaC), Application Programming Interface (API), Mobile Development, Front-End Web Development, Back-End Web Development, Application Development, Prompt Engineering, GitHub, Artificial Intelligence and Machine Learning (AI/ML)
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Java Programming, Java, Integrated Development Environments, Mobile Development, Computer Programming, Programming Principles, Object Oriented Programming (OOP), Debugging, Data Structures
Beginner · Guided Project · Less Than 2 Hours

Northeastern University
Skills you'll gain: Health Informatics, Health Information Management, Health Systems, Health Technology, Clinical Informatics, Health Care, Health Information Management and Medical Records, Health Care Administration, Data Sharing, Electronic Medical Record, Interoperability, Decision Support Systems, Data Management, Data Storage, Artificial Intelligence, Digital Transformation
Beginner · Course · 1 - 4 Weeks

Northeastern University
Skills you'll gain: Negotiation, Conflict Management, Behavioral Economics, Decision Making, Relationship Building, Communication, Business Administration, Active Listening
Beginner · Course · 1 - 4 Weeks

Harvard Business Review
Skills you'll gain: Financial Statements, Generative AI, Critical Thinking, Business Modeling, Plan Execution, Financial Acumen, Prompt Engineering, Business Acumen, Financial Management, Budgeting, Business Strategy, Responsible AI, Financial Data, Data-Driven Decision-Making, Financial Analysis, Strategic Leadership, Income Statement, Strategic Decision-Making, Balance Sheet, Digital Transformation
Intermediate · Specialization · 1 - 3 Months

University of California, Irvine
Skills you'll gain: Workforce Development, Higher Education, Academic Advising, Relationship Building, Market Dynamics, Research, Student Engagement, Discussion Facilitation, Analysis, Diversity and Inclusion, Decision Making
Beginner · Course · 1 - 4 Weeks

Johns Hopkins University
Skills you'll gain: Virtual Teams, Project Management, Team Oriented, Presentations, Strategic Decision-Making, Leadership, Data-Driven Decision-Making, Peer Review, Data Science, Data Analysis, Complex Problem Solving, Data Management
Mixed · Course · 1 - 4 Weeks

Arizona State University
Skills you'll gain: Problem Solving, Critical Thinking and Problem Solving, Creative Problem-Solving, Brainstorming, Root Cause Analysis, Analytical Skills, Decision Making, Data Collection, Stakeholder Analysis
Mixed · Course · 1 - 4 Weeks