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.

Alfaisal University | KLD
Skills you'll gain: Six Sigma Methodology, Production Schedule, Quality Management, Operations Management, Production Management, Operational Efficiency, Process Improvement, Quality Control, Decision Making
Beginner · Course · 1 - 4 Weeks

Case Western Reserve University
Skills you'll gain: Continuous Quality Improvement (CQI), Clinical Leadership, Patient Safety, Health Systems, Patient-centered Care, Team Management, Systems Thinking, Leadership, Data-Driven Decision-Making
Beginner · Course · 1 - 3 Months
University of Illinois Urbana-Champaign
Skills you'll gain: Business Analytics, Regression Analysis, Machine Learning Algorithms, Classification And Regression Tree (CART), Applied Machine Learning, Scikit Learn (Machine Learning Library), Unsupervised Learning, Data Processing, Predictive Modeling, Machine Learning, Workflow Management, Python Programming, Supervised Learning
Build toward a degree
Intermediate · Course · 1 - 4 Weeks

University of Michigan
Skills you'll gain: Analytical Skills, Data Analysis, Data Cleansing, Data Processing, Data Manipulation, Generative AI, ChatGPT, Version Control, Data Visualization Software, Statistical Analysis, Data Collection, Data Management, GitHub, Technical Support, Git (Version Control System)
Beginner · Course · 1 - 4 Weeks

University of Michigan
Skills you'll gain: Machine Learning Methods, Machine Learning Software, Machine Learning, Machine Learning Algorithms, Artificial Intelligence and Machine Learning (AI/ML), Image Analysis, Deep Learning, Computer Vision, Artificial Intelligence, Generative AI, Statistical Machine Learning, Reinforcement Learning, Artificial Neural Networks, Automation, Algorithms
Intermediate · Course · 1 - 4 Weeks

Alfaisal University | KLD
Skills you'll gain: Capital Budgeting, Return On Investment, Financial Analysis, Cost Benefit Analysis, Investments, Decision Making, Business Mathematics, Risk Analysis, Cash Flows
Beginner · Course · 1 - 4 Weeks

Board Infinity
Skills you'll gain: React Native, Mobile Development, Responsive Web Design, Docker (Software), Azure DevOps, Restful API, Cross Platform Development, Microservices, Containerization, User Interface and User Experience (UI/UX) Design, DevOps, UI Components, ASP.NET, iOS Development, CI/CD, .NET Framework, Unit Testing, Software Testing, Android Development, Version Control
Intermediate · Specialization · 1 - 3 Months

Pontificia Universidad Católica de Chile
Skills you'll gain: Innovation, Entrepreneurship, Marketing Strategies, Financial Management, Business Development, Growth Strategies, Business Strategy, Business Management, Team Leadership, Strategic Decision-Making, Governance, Global Marketing, International Finance
Mixed · Course · 1 - 3 Months

Johns Hopkins University
Skills you'll gain: Persuasive Communication, Leadership, Influencing, Strategic Leadership, Organizational Leadership, Leadership Development, Business Leadership, Leadership and Management, Team Leadership, Communication, Agile Project Management, Decision Making
Beginner · Course · 1 - 4 Weeks
Google Cloud
Skills you'll gain: Google Sheets, Google Workspace, Spreadsheet Software, Excel Formulas, Data Visualization, Version Control, Collaborative Software, Data Import/Export, Data Management, Data Sharing
Beginner · Course · 1 - 3 Months

Skills you'll gain: Generative AI Agents, Responsible AI, Underwriting, Prompt Engineering Tools, Operational Efficiency, Lending and Underwriting, Compliance Management, Risk Analysis, Business Process Automation, Ethical Standards And Conduct, Data-Driven Decision-Making, ChatGPT, Decision Making, Automation, Data Analysis Software
Beginner · Course · 1 - 4 Weeks

University of Geneva
Skills you'll gain: Water Resources, Diplomacy, Water Resource Management, International Relations, Mediation, Conflict Management, Negotiation, Governance, Environmental Laws, Data Collection
Intermediate · Course · 1 - 3 Months