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, Davis
Skills you'll gain: Data Storytelling, Dashboard Creation, Data Presentation, Dashboard, Data Visualization, Interactive Data Visualization, Stakeholder Analysis, Tableau Software, Data Visualization Software, Requirements Analysis, Stakeholder Management, Data Cleansing, Stakeholder Engagement, Storyboarding, Data Quality, Data Preprocessing
★ 4.6 (1.1K) · Beginner · Course · 1 - 4 Weeks

IE Business School
Skills you'll gain: Retail Management, Marketing Channel, Merchandising, Conflict Management, Retail Store Operations, Market Opportunities, Supply Chain, E-Commerce, Market Dynamics, Vendor Relationship Management, Cross-Channel Marketing, Growth Strategies, Supply Chain Planning, Web Presence, Promotional Strategies, Company, Product, and Service Knowledge, Digital Transformation
★ 4.5 (1.1K) · Beginner · Course · 1 - 4 Weeks
University of Illinois Urbana-Champaign
Skills you'll gain: Business Ethics, Ethical Standards And Conduct, Cultural Sensitivity, Cultural Diversity, Brand Management, Culture, Cultural Responsiveness, Global Marketing, Branding, Brand Strategy, Corporate Sustainability, Intercultural Competence, Decision Making, Stakeholder Management, Stakeholder Engagement, Stakeholder Analysis, Case Studies
★ 4.7 (260) · Beginner · Course · 1 - 3 Months

University of Michigan
Skills you'll gain: Diversity and Inclusion, Workplace inclusivity, Diversity Equity and Inclusion Initiatives, Diversity Training, Growth Mindedness, Diversity Awareness, Team Leadership, Organizational Leadership, Diversity Programs, Leadership, Social Justice, Personal Development, Cultural Diversity, Self-Awareness, Organizational Change, Organizational Structure
★ 4.7 (474) · Beginner · Course · 1 - 4 Weeks

University of Maryland, College Park
Skills you'll gain: Team Performance Management, Project Management, Project Implementation, Compliance Management, Agile Software Development, Management Training And Development, Strategic Decision-Making, Expectation Management, Drive Engagement, Plan Execution, Milestones (Project Management), Stakeholder Analysis, Resource Management, People Development, Governance Risk Management and Compliance, Risk Management, Change Control, Project Planning, Project Schedules, Technical Documentation
★ 4.6 (296) · Beginner · Specialization · 3 - 6 Months

AI CERTs
Skills you'll gain: Responsible AI, Project Management Software, AI Product Strategy, Project Risk Management, Project Management, Project Implementation, Project Planning, Risk Management, AI Workflows, Timelines, Project Scoping, Project Performance, Scheduling, Governance, Team Collaboration, Generative AI Agents, Generative AI, Forecasting, Digital Transformation, Decision Making
★ 3.2 (6) · Intermediate · Course · 1 - 3 Months

Skills you'll gain: Microsoft Excel, Spreadsheet Software, Data-Driven Decision-Making, Strategic Decision-Making, Microsoft Office
★ 4.7 (522) · Intermediate · Guided Project · Less Than 2 Hours

IESE Business School
Skills you'll gain: Operations Management, Process Improvement, Performance Improvement, Process Improvement and Optimization, Process Design, Process Analysis, Operations, Business Process Improvement, Administration, Inventory Management, Process Management, Business Operations, Operational Analysis, Organizational Strategy, Operational Efficiency, Operational Performance Management, Workflow Management, Strategic Decision-Making, Inventory Control, Capacity Management
★ 4.8 (51) · Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Model Evaluation, Unsupervised Learning, Deep Learning, Machine Learning Methods, Autoencoders, Anomaly Detection, Machine Learning Algorithms, Applied Machine Learning, Model Training, Machine Learning, Machine Learning Software, Supervised Learning, Decision Tree Learning, Predictive Modeling, Data Validation, Classification Algorithms, Random Forest Algorithm, Data Import/Export, Model Optimization, Data Manipulation
★ 4.5 (74) · Intermediate · Course · 1 - 3 Months

National Taiwan University
Skills you'll gain: Operations Research, Linear Algebra, Numerical Analysis, Applied Mathematics, Model Optimization, Algorithms, Program Implementation, Mathematical Software, Computational Thinking, Mathematical Modeling, Resource Allocation, Decision Making, Calculus, Business Analytics
★ 4.9 (162) · Intermediate · Course · 1 - 3 Months

Automatic Data Processing, Inc. (ADP)
Skills you'll gain: Interviewing Skills, Recruitment, Talent Recruitment, Compensation Strategy, Compensation and Benefits, Compensation Management, Coordination, Closing (Sales), Recruitment Strategies, Full Cycle Recruitment, Negotiation, Professional Networking, Presentations, Talent Acquisition, Constructive Feedback, Professional Development, Job Evaluation, Oral Expression, Labor Compliance, Decision Making
★ 4.3 (35) · Beginner · Specialization · 1 - 3 Months

University of California, Irvine
Skills you'll gain: Social Media Analytics, Analytical Skills, Data Ethics, Predictive Modeling, Model Evaluation, Unsupervised Learning, Natural Language Processing, Predictive Analytics, Regression Analysis, Data Mining, Data Science, Social Media, Text Mining, Anomaly Detection, Business Analytics, Decision Tree Learning, Big Data, Analytics, Supervised Learning, Cloud Computing
★ 4.3 (264) · Beginner · Specialization · 3 - 6 Months