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.

National Taiwan University
Skills you'll gain: Inventory Management System, Strategic Decision-Making, Business Research, Business Strategy, Game Theory, Competitive Analysis, Strategic Thinking, Decision Making, Revenue Management, Business Modeling, Supply Chain, Business Management, Market Dynamics, Strategic Partnership, Applied Mathematics
★ 4.8 (46) · Beginner · Course · 1 - 3 Months
The University of Sydney
Skills you'll gain: Health Technology, Patient Communication, Health Informatics, Telehealth, Clinical Informatics, Health Care, Health Systems, Patient Education and Support, Health Information Management, Health Care Procedure and Regulation, Data Quality, Health Policy, Clinical Data Management, Electronic Medical Record, Digital Communications, Data Management, Data Governance, Data Sharing, Analytics, Data Analysis
★ 4.6 (118) · Beginner · Course · 1 - 4 Weeks

University of Washington
Skills you'll gain: Decision Intelligence, Data Storytelling, Model Training, Automation, Decision Support Systems, AI Product Strategy, Artificial Intelligence, Machine Learning, Innovation, Algorithms, Analysis
★ 4.7 (47) · Beginner · Course · 1 - 4 Weeks

University of California San Diego
Skills you'll gain: Predictive Modeling, Data Manipulation, Predictive Analytics, Big Data, Data Mining, Data Analysis, Data Science, Data-Driven Decision-Making, Unsupervised Learning, Analytics, Data Analysis Software, Model Evaluation, No-Code Development, Software Installation
★ 4.3 (217) · Beginner · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Recurrent Neural Networks (RNNs), Generative AI, Fine-tuning, Model Training, Vision Transformer (ViT), Model Optimization, Large Language Modeling, Embeddings, Network Architecture
★ 4.5 (81) · Intermediate · Specialization · 3 - 6 Months

Arizona State University
Skills you'll gain: Influencing, Persuasive Communication, Strategic Thinking, Negotiation, Communication Strategies, Recognizing Others, Active Listening, Strategic Communication, Game Theory, Empathy, Decision Making, Interactive Learning, Appeals
★ 4.6 (64) · Mixed · Course · 1 - 3 Months

Tecnológico de Monterrey
Skills you'll gain: Negotiation, Strategic Decision-Making, Cultural Diversity, Strategic Thinking, Intercultural Competence, Cultural Sensitivity, Decision Making, Conflict Management, Plan Execution
★ 4.7 (34) · Intermediate · Course · 1 - 4 Weeks

University of California, Davis
Skills you'll gain: Construction Estimating, Engineering Plans And Specifications, Blueprint Reading, Architectural Drawing, Cost Estimation, Building Information Modeling, Project Estimation, Risk Management, Project Risk Management, Architecture and Construction, Cost Management, Technical Drawing, Engineering Drawings, Construction Management, Estimation, Bidding, Construction, Risk Analysis, Presentations, Business Communication
★ 4.4 (23) · Intermediate · Specialization · 3 - 6 Months

Skillshare
Skills you'll gain: Layout Design, Interactive Design, UI/UX Strategy, User Experience, Persona (User Experience), User Flows, Graphic and Visual Design, Digital Design, Data Sharing, Design Reviews, Design Software, Color Matching, Version Control
★ 4.3 (49) · Beginner · Specialization · 3 - 6 Months

Board Infinity
Skills you'll gain: Financial Statement Analysis, Financial Statements, Operations Management, Financial Analysis, Selling Techniques, Operations, Supply Chain, Business Operations, Operational Efficiency, Sales, Balance Sheet, Sales Process, Supply Management, Business Management, Logistics Management, Marketing, Promotional Strategies, Advertising, Marketing Strategies, Business Economics
★ 4.5 (26) · Beginner · Course · 1 - 4 Weeks

Macquarie University
Skills you'll gain: Overcoming Objections, Persuasive Communication, Influencing, Rapport Building, Leadership, Communication, Storytelling, Verbal Communication Skills, Communication Strategies, Presentations, Meeting Facilitation, Relationship Building, Non-Verbal Communication, Trustworthiness, Decision Making, Planning
★ 4.1 (10) · Mixed · Course · 1 - 3 Months

Universidades Anáhuac
Skills you'll gain: Empathy & Emotional Intelligence, Emotional Intelligence, Self-Awareness, Empowerment, Personal Development, Organizational Leadership, Professional Development, Self-Discipline, Team Collaboration, Relationship Management, Empathy, Growth Mindedness, Interpersonal Communications, Decision Making, Communication
★ 4.7 (67) · Beginner · Course · 1 - 3 Months