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 Maryland, College Park
Skills you'll gain: Influencing, Leadership, Team Building, Communication, Decision Making
Beginner · Course · 1 - 3 Months

University of Illinois Urbana-Champaign
Skills you'll gain: Social Determinants Of Health, Community Health, Product Development, Health Systems, Business Modeling, Health Equity, Lean Six Sigma, Market Analysis, Competitive Analysis, Performance Improvement, Process Improvement, Healthcare Industry Knowledge, Stakeholder Analysis, New Product Development, Innovation, Decision Making, Operations Management, Operations, Problem Solving, Leadership
Build toward a degree
Intermediate · Specialization · 3 - 6 Months

KodeKloud
Skills you'll gain: Version Control, Git (Version Control System), GitHub, Collaborative Software, Software Configuration Management, DevOps, Software Development Tools, Linux
Beginner · Course · 1 - 4 Weeks

University of Michigan
Skills you'll gain: Mergers & Acquisitions, Strategic Decision-Making, Financial Analysis, Return On Investment, Business Valuation, Cost Benefit Analysis, Financial Modeling, Finance, Pharmaceuticals, Investment Banking, Negotiation, Healthcare Industry Knowledge, Corporate Finance, Health Care, Cash Flows
Intermediate · Course · 1 - 4 Weeks

Arizona State University
Skills you'll gain: Statistical Process Controls, Process Control, Quality Assurance, Semiconductors, Verification And Validation, Manufacturing Operations, Manufacturing Processes, Process Improvement, Process Analysis, Product Testing, Test Engineering, Thermal Management, Electronics Engineering, Electronics, Reliability, Performance Testing
Beginner · Course · 1 - 3 Months

Fundação Instituto de Administração
Skills you'll gain: Innovation, Design Thinking, Business Modeling, Entrepreneurship, Fundraising, Creative Problem-Solving, Creative Thinking, Professional Networking, Product Development, Decision Making, Strategic Thinking, Presentations
Beginner · Course · 1 - 4 Weeks

Fundação Instituto de Administração
Skills you'll gain: Strategic Leadership, Leadership, Leadership Development, Organizational Leadership, Business Leadership, Organizational Strategy, Business Ethics, People Development, Organizational Change, Business Strategy, Innovation, Change Management, Culture, Decision Making
Beginner · Course · 1 - 4 Weeks

Sciences Po
Skills you'll gain: Data Governance, Social Sciences, Digital Transformation, Economics, Policy, and Social Studies, Data Security, Governance, Data Ethics, Data Analysis, Data-Driven Decision-Making, Big Data, Political Sciences, Economics, Information Privacy, Policy Analysis
Beginner · Course · 1 - 4 Weeks

ESADE Business and Law School
Skills you'll gain: Technology Strategies, Business, Family Support, Innovation, Business Leadership, Business Management, Business Transformation, Economics, Industrial and Organizational Psychology, Entrepreneurship, Market Dynamics, Environmental Social And Corporate Governance (ESG), International Relations, Personal Development, Self-Awareness, Demography, Decision Making
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Medical Privacy, Pharmacology, Pharmacy, Pharmaceuticals, Basic Life Support (BLS) Certification, Healthcare Ethics, Health Care Procedure and Regulation, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Infectious Diseases, Health Care, Emergency Response, Public Health, Information Privacy
Intermediate · Course · 1 - 4 Weeks

Columbia University
Skills you'll gain: Higher Education, Personal Development, Self-Awareness, Academic Advising, Goal Setting, Decision Making, Student Services, Planning, Research, Organizational Skills
Beginner · Course · 1 - 3 Months

Fundação Instituto de Administração
Skills you'll gain: Succession Planning, Leadership Development, Leadership, Business Leadership, Organizational Leadership, Leadership and Management, Adaptability, People Management, Organizational Change, Resource Management, Decision Making, Influencing
Beginner · Course · 1 - 4 Weeks