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 Copenhagen
Skills you'll gain: Demography, Social Studies, Social Sciences, Political Sciences, Economics, Policy, and Social Studies, International Relations, Sociology, World History, Governance, Socioeconomics, Policy Analysis, Social Justice, Economics, Human Development, Education and Training
★ 4.7 (546) · Beginner · Course · 1 - 3 Months

Skills you'll gain: Strategic Decision-Making, Corporate Strategy, Business Strategies, Business Strategy, Business Ethics, Organizational Strategy, Strategic Leadership, Business Planning, Growth Strategies, Decision Making, Strategic Thinking, Strategic Prioritization, Plan Execution, Strategic Planning, Ethical Standards And Conduct, Management Information Systems, Stakeholder Management, Business Administration, Operational Efficiency, Business
★ 4.9 (53) · Beginner · Specialization · 3 - 6 Months

Coursera
Skills you'll gain: Financial Modeling, Descriptive Statistics, Data Literacy, Financial Forecasting, Reconciliation, Financial Analysis, A/B Testing, Portfolio Risk, Model Evaluation, Data Cleansing, Classification And Regression Tree (CART), Regression Analysis, Exploratory Data Analysis, Predictive Modeling, Data Analysis, Risk Analysis, Risk Management, R Programming, Statistical Analysis, Machine Learning
★ 3.9 (15) · Intermediate · Specialization · 3 - 6 Months

University of Colorado Boulder
Skills you'll gain: Strategic Decision-Making, Accountability, Decision Making, Conflict Management, Business Ethics, Trustworthiness, Risk Management, Strategic Thinking, Personal Integrity, Strategic Leadership, Culture Transformation, Risk Mitigation, Leadership and Management, Risk Analysis, Engineering Management, Ethical Standards And Conduct, Organizational Leadership, Empathy, Organizational Strategy, Technical Management
★ 4.7 (17) · Beginner · Course · 1 - 3 Months

Universidad Nacional Autónoma de México
Skills you'll gain: Organizational Strategy, Governance, Corporate Strategy, Organizational Structure, Business Strategies, Competitive Analysis, Business Management, Business Planning, Business Strategy, Business Ethics, Corporate Sustainability, New Business Development, Environmental Social And Corporate Governance (ESG), Business, Strategic Thinking, Entrepreneurship, Market Analysis, Strategic Decision-Making, Analysis, Stakeholder Analysis
★ 4.8 (551) · Mixed · Course · 1 - 3 Months

University of Michigan
Skills you'll gain: Critical Thinking, Critical Thinking and Problem Solving, AI literacy, Independent Thinking, Generative AI, Responsible AI, AI powered creativity, Decision Making, AI Personalization
★ 4.3 (11) · Beginner · Course · 1 - 3 Months

Skills you'll gain: Data Presentation, Data Storytelling, Presentations, Data Cleansing, Rmarkdown, Data-Driven Decision-Making, Data Validation, Data Ethics, R (Software), Analytical Skills, Interactive Data Visualization, Dashboard, Spreadsheet Software, Ggplot2, SQL, File Management, Dashboard Creation, Data Analysis, Sampling (Statistics), Interviewing Skills
★ 4.5 (333) · Beginner · Professional Certificate · 3 - 6 Months

Universidad Nacional Autónoma de México
Skills you'll gain: Business Valuation, Corporate Finance, Financial Management, Equities, Capital Budgeting, Business Mathematics, Capital Expenditure, Financial Data, Financial Analysis, Financial Statement Analysis, Fixed Asset, Financial Statements, Cash Flows, Decision Making
★ 4.6 (244) · Intermediate · Course · 1 - 3 Months

Edureka
Skills you'll gain: Generative AI, Retrieval-Augmented Generation, Large Language Modeling, Generative Model Architectures, Machine Learning Methods, Google Gemini, ChatGPT, OpenAI, Natural Language Processing, Artificial Intelligence and Machine Learning (AI/ML), Tensorflow, Prompt Engineering, Applied Machine Learning, Machine Learning, Deep Learning, Machine Learning Algorithms, Computer Vision, Predictive Modeling, Supervised Learning, Text Mining
★ 3.8 (74) · Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Stored Procedure, Database Design, Git (Version Control System), Database Development, MySQL Workbench, MySQL, Databases, Database Application, Database Software, Database Management, Data Visualization Software, Version Control, Interactive Data Visualization, SQL, Code Review, Tableau Software, Data Modeling, Django (Web Framework), Project Management, Application Development
★ 3.9 (67) · Intermediate · Course · 1 - 4 Weeks

University of Michigan
Skills you'll gain: Intercultural Competence, Compassion, Recognizing Others, Cultural Sensitivity, Cultural Diversity, Empathy, Emotional Intelligence, Personal Development, Growth Mindedness, Diversity Awareness, Dignity in Care, Empathy & Emotional Intelligence, Mindfulness, Self-Awareness, Cognitive flexibility, Meditation & Breathwork, Liberal Arts, Curiosity, Creativity, Dealing With Ambiguity
★ 4.2 (10) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Generative AI, Large Language Modeling, AI literacy, Business Leadership, AI Enablement, Communication, Strategic Leadership, Prompt Engineering, LLM Application, Decision Intelligence, Business Transformation, Strategic Thinking
★ 4.8 (152) · Beginner · Course · 1 - 4 Weeks