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.

Google Cloud
Skills you'll gain: Site Reliability Engineering, Continuous Delivery, Safety Culture, Culture Transformation, Continuous Deployment, Continuous Integration, CI/CD, Service Level, Data-Driven Decision-Making, Organizational Structure, Incident Management, Automation, Program Implementation, Goal Setting
★ 4.7 (926) · Beginner · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Delegation Skills, Stakeholder Management, Engineering Management, Technical Management, Stakeholder Engagement, Negotiation, Stakeholder Communications, Mentorship, Meeting Facilitation, Decision Making, Team Leadership, Leadership, Organizational Leadership, Leadership and Management, Culture Transformation, Team Management, Management Training And Development, Team Building, Collaboration, Communication
★ 4.7 (50) · Beginner · Specialization · 1 - 3 Months

The State University of New York
Skills you'll gain: Child Development, Childhood Education and Development, Working With Children, Special Education, Education and Training, Teaching, Family Support, Parent Communication, Cultural Diversity, Diversity Awareness, Diversity Equity and Inclusion Initiatives, Classroom Management, Cultural Responsiveness, Psychosocial Assessments, Behavior Management, Behavioral Management, Positive Behavior Support, Cultural Sensitivity, Creativity, Communication
★ 4.9 (142) · Beginner · Course · 1 - 3 Months

Fractal Analytics
Skills you'll gain: Responsible AI, Data Ethics, Generative AI, Human Centered Design, Problem Solving, Critical Thinking and Problem Solving, AI Security, Business Leadership, Strategic Leadership, AI Product Strategy, Generative Adversarial Networks (GANs), Business Strategy, Ethical Standards And Conduct, Decision Intelligence, Strategic Thinking, Artificial Intelligence, Critical Thinking, Design Thinking, Thought Leadership, Project Implementation
★ 4.6 (242) · Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Model Evaluation, Tensorflow, Model Training, Supervised Learning, Model Optimization, Artificial Neural Networks, Regression Analysis, Applied Machine Learning, Statistical Machine Learning, Machine Learning Algorithms, Deep Learning, Image Analysis, Machine Learning, Random Forest Algorithm, AI Workflows, Decision Tree Learning, Natural Language Processing, Scikit Learn (Machine Learning Library), Data Science, Python Programming
★ 4.5 (100) · Advanced · Course · 1 - 4 Weeks

Microsoft
Skills you'll gain: Microsoft Copilot, Programming Principles, Full-Stack Web Development, GitHub, Version Control, Code Reusability, Program Development, Debugging, Computational Thinking, Git (Version Control System), Diagram Design, Computer Programming, Algorithms, Web Development, Computational Logic, C# (Programming Language)
★ 4.7 (221) · Beginner · Course · 1 - 3 Months
University of Colorado Boulder
Skills you'll gain: Performance marketing, Digital Advertising, Online Advertising, Advertising, Advertising Campaigns, Paid media, Pay Per Click Advertising, Campaign Management, Media Buying, Digital Media Strategy, Media Planning, Spreadsheet Software, Pivot Tables And Charts, Microsoft Excel, Excel Formulas, Campaign Planning, Data Ethics, Target Audience, Scatter Plots, Conversion Funnel Analysis
★ 4.6 (461) · Beginner · Course · 1 - 3 Months

University of California, Irvine
Skills you'll gain: Predictive Modeling, Predictive Analytics, Regression Analysis, Decision Tree Learning, Supervised Learning, Logistic Regression, Descriptive Analytics, Model Training, Machine Learning, Model Evaluation, Classification Algorithms, Unsupervised Learning
★ 4.5 (76) · Intermediate · Course · 1 - 4 Weeks

Simplilearn
Skills you'll gain: Supervised Learning, Data Modeling, Unsupervised Learning, Applied Machine Learning, Data Analysis, Recurrent Neural Networks (RNNs), Model Deployment, Reinforcement Learning, Artificial Intelligence, Classification Algorithms, Tensorflow, Machine Learning Algorithms, Keras (Neural Network Library), Artificial Neural Networks, Machine Learning Methods, Deep Learning, Predictive Modeling, Machine Learning, Decision Tree Learning, Regression Analysis
★ 3.8 (13) · Beginner · Specialization · 1 - 3 Months

Rice University
Skills you'll gain: Economics, Supply And Demand, Market Dynamics, Business Economics, Economics, Policy, and Social Studies, Market Analysis, Tax, Cost Benefit Analysis, Policy Analysis, Public Policies, Resource Allocation, Consumer Behaviour, Decision Making
★ 4.8 (68) · Beginner · Course · 1 - 3 Months

Johns Hopkins University
Skills you'll gain: Research Design, Institutional Review Board (IRB), Science and Research, Laboratory Research, Research Methodologies, Research, Consumer Behaviour, Sensory Systems Analysis, Influencing, Marketing Psychology, Case Studies, Persuasive Communication, Statistical Analysis, Ethical Standards And Conduct, Data Analysis, Data Collection, Advertising, Marketing Communications, Experimentation, Decision Making
★ 4.5 (49) · Intermediate · Specialization · 3 - 6 Months

Universidad Austral
Skills you'll gain: Cost Accounting, Cost Benefit Analysis, Cost Management, Management Accounting, Financial Analysis, Analysis, Case Studies, Financial Accounting, Decision Making, Consolidation
★ 4.7 (505) · Beginner · Course · 1 - 4 Weeks