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 California San Diego
Skills you'll gain: Bioinformatics, Statistical Methods, Statistical Analysis, Molecular Biology, Graph Theory, Taxonomy
★ 4.5 (79) · Intermediate · Course · 1 - 3 Months

Microsoft
Skills you'll gain: Responsible AI, Microsoft Copilot, Data Storytelling, Generative AI, Generative Model Architectures, Data Presentation, AI Workflows, Technical Communication, Data Ethics, Dashboard Creation, Data Validation, Data Transformation, Spreadsheet Software, Prompt Engineering, Data Manipulation, Microsoft 365, Data Science, Data Security, Model Evaluation, Critical Thinking
★ 4.7 (73) · Beginner · Specialization · 1 - 3 Months

Birla Institute of Technology & Science, Pilani
Skills you'll gain: Algorithms, Programming Principles, Data Store, Data Management, Computational Thinking, Memory Management, C and C++, Software Design, Problem Solving, Complex Problem Solving
★ 4.3 (9) · Mixed · Course · 1 - 3 Months

O.P. Jindal Global University
Skills you'll gain: Crisis Management, Negotiation, Mediation, Conflict Management, Diplomacy, Leadership Development, Organizational Leadership, Leadership Studies, Ethical Standards And Conduct, Leadership, Public Affairs, Business Leadership, Emergency Response, Strategic Leadership, Policy Development, Human Services, Policy Analysis, Research, and Development, International Relations, Economics, Governance
★ 4.7 (53) · Beginner · Specialization · 3 - 6 Months

SkillsBooster Academy
Skills you'll gain: Prompt Engineering, Business Leadership, Dashboard Creation, Strategic Leadership, Prompt Engineering Tools, Project Management, Generative AI Agents, AI powered creativity, ChatGPT, Generative AI, Email Marketing, Digital Marketing, Leadership and Management, Artificial Intelligence and Machine Learning (AI/ML), Deepseek, Artificial Intelligence, Initiative and Leadership, Responsible AI, Business, Business Operations
★ 4.7 (23) · Beginner · Specialization · 3 - 6 Months

American Psychological Association
Skills you'll gain: Relationship Building, Relationship Management, Psychology, Rapport Building, Social Sciences, Interpersonal Communications, Decision Intelligence, Research
★ 4.5 (24) · Beginner · Course · 1 - 3 Months

28DIGITAL
Skills you'll gain: Digital Assets, Digital Transformation, Case Studies, digital literacy, Business Modeling, Production Process, Systems Architecture, Manufacturing Processes, Innovation, Process Optimization
★ 4.1 (468) · Beginner · Course · 1 - 4 Weeks

Multiple educators
Skills you'll gain: Oral Expression, Spanish Language, Business Communication, Business Correspondence, Telephone Skills, Strategic Leadership, Strategic Decision-Making, Communication, Discussion Facilitation, Verbal Communication Skills, Outbound Calls, Inbound Calls, Communication Strategies, Writing, Oral Comprehension, Active Listening, Grammar, Vocabulary
★ 4.6 (23) · Intermediate · Specialization · 3 - 6 Months

Deep Teaching Solutions
Skills you'll gain: Deductive Reasoning, Logical Reasoning, Critical Thinking and Problem Solving, Critical Thinking, Creative Problem-Solving, Problem Solving, Analytical Skills, Creative Thinking, Innovation, Decision Making, Analysis, Persuasive Communication, Verbal Communication Skills, Psychology
★ 4.8 (43) · Beginner · Course · 1 - 4 Weeks

Emory University
Skills you'll gain: AI Personalization, Data-Driven Marketing, Generative AI, Marketing Automation, Customer Retention, Personalized Service, Marketing Operations, Marketing Analytics, Marketing Effectiveness, Data-Driven Decision-Making, Personalized Campaigns, Customer Analysis, Customer experience improvement, Marketing Strategies, Contextual Advertising, Marketing, Customer Engagement, Business Marketing, Customer Acquisition Management, Artificial Intelligence
★ 4.5 (90) · Beginner · Specialization · 3 - 6 Months

National Taiwan University
Skills you'll gain: Strategic Thinking, Game Theory, Experimentation, Behavioral Economics, Negotiation, Strategic Decision-Making, Research Design, Economics, Science and Research, Scientific Methods, Decision Making, Social Sciences, Analysis
★ 4.8 (81) · Mixed · Course · 1 - 3 Months

University of Copenhagen
Skills you'll gain: Sustainable Development, Public Health, Health Disparities, Community Health, Health Equity, Public Works, Health Policy, Health Promotion, Social Determinants Of Health, Community Development, Sustainable Design, Gerontology, Landscape Architecture, Sanitation, Climate Change Adaptation, Demography, Environmental Issue, Pollution Prevention
★ 4.8 (173) · Mixed · Course · 1 - 3 Months