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.

University of Zurich
Skills you'll gain: Finance, Financial Planning, Financial Market, Investments, Financial Analysis, Blockchain, Business Ethics, Behavioral Economics, Derivatives, Decision Making, Risk Management
Beginner · Course · 1 - 3 Months
University of Virginia
Skills you'll gain: Brainstorming, Design Thinking, Ideation, Creative Thinking, Creative Problem-Solving, Innovation, Product Development, Product Design, Performance Measurement, Strategic Thinking, New Product Development, User Feedback, Product Improvement, Prioritization, Customer experience improvement, Stakeholder Engagement, Decision Making, Feasibility Studies, Collaboration, Risk Management
Beginner · Course · 1 - 3 Months

Amazon Web Services
Skills you'll gain: Data Analysis, Dashboard, Analytics, Amazon Web Services, Descriptive Analytics, Data Presentation, Interactive Data Visualization, Data Visualization Software, Big Data, Data-Driven Decision-Making, Cloud Computing
Beginner · Course · 1 - 4 Weeks
University of Minnesota
Skills you'll gain: Cybersecurity, Cloud Computing, Information Technology, Technology Solutions, Technology Strategies, IT Infrastructure, Data Security, Information Systems, Mobile Security, Emerging Technologies, Innovation, Business Transformation, Blockchain, Encryption, Wireless Networks, Virtualization, Scalability
Beginner · Course · 1 - 3 Months

ESSEC Business School
Skills you'll gain: Marketing Analytics, Customer Analysis, Advanced Analytics, Business Analytics, Statistical Programming, Customer Insights, R Programming, Data-Driven Decision-Making, Data Analysis Software, Target Market, Statistical Analysis, Predictive Modeling, Customer Relationship Management, Statistical Methods, Unsupervised Learning
Mixed · Course · 1 - 3 Months

Institute for the Future
Skills you'll gain: Forecasting, Innovation, Proactivity, Strategic Thinking, Creative Thinking, Optimism, Systems Thinking, Trend Analysis, Creativity, Professional Development, Leadership, Collaboration, Analysis, Emerging Technologies
Beginner · Course · 1 - 4 Weeks

Universidad Nacional Autónoma de México
Skills you'll gain: Negotiation, Strategic Partnership, Conflict Management, Communication Strategies, Cultural Sensitivity, Goal Setting, Influencing, Business Strategy, Decision Making, Adaptability
Mixed · Course · 1 - 4 Weeks

University of Michigan
Skills you'll gain: Health Informatics, Executive Presence, Strategic Communication, Healthcare Ethics, Strategic Planning, Health Care Administration, Health Policy, Leadership, Business Planning, Patient Safety, Innovation, Telehealth, Team Leadership, Organizational Strategy, Design Thinking, Advocacy, Communication, Continuous Quality Improvement (CQI), Safety Standards, Decision Making
Beginner · Specialization · 1 - 3 Months

National Taiwan University
Skills you'll gain: Operations Research, Linear Algebra, Applied Mathematics, Algorithms, Process Optimization, Program Implementation, Computational Thinking, Operational Analysis, Mathematical Modeling, Decision Making, Business Analytics
Intermediate · Course · 1 - 3 Months
Illinois Tech
Skills you'll gain: Product Lifecycle Management, Market Dynamics, Supply And Demand, Game Theory, Business Strategy, Competitive Analysis, Business Economics, Economics, Market Trend, Strategic Decision-Making, Global Marketing, Cost Reduction, Price Negotiation, Innovation, Market Analysis, Strategic Thinking, Market Opportunities, Strategic Planning, Team Leadership, Adaptability
Build toward a degree
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Generative AI, Cloud Computing Architecture, Artificial Intelligence, Data Strategy, Data-Driven Decision-Making, Computer Programming
Beginner · Course · 1 - 3 Months

Campus BBVA
Skills you'll gain: Data Storytelling, Data-Driven Decision-Making, Data Visualization, Business Analytics, Dashboard, Data Quality, Data Analysis, Descriptive Statistics, Business Intelligence, Statistical Methods, Data Management, Probability & Statistics, Statistical Inference, Statistics, Big Data, Statistical Analysis
Beginner · Course · 1 - 3 Months