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 Leeds
Skills you'll gain: Responsible AI, Artificial Intelligence, Data Ethics, AI literacy, digital literacy, Machine Learning
★ 4.1 (13) · Beginner · Course · 1 - 4 Weeks

Pontificia Universidad Católica del Perú
Skills you'll gain: Data Collection, Data Ethics, Data-Driven Decision-Making, Data Visualization, Data Literacy, Higher Education, Data Strategy, Education Software and Technology, Interactive Data Visualization, Data Presentation, Data Analysis Software, Analytical Skills, Analytics, Looker (Software), Data Analysis, Responsible AI, Data Management, Data Governance, Information Privacy, Strategic Decision-Making
★ 4.8 (18) · Beginner · Course · 1 - 4 Weeks

University of Virginia
Skills you'll gain: Product Management, New Product Development, Product Development, Product Lifecycle Management, Product Improvement, Product Marketing, Innovation, Product Planning, Business Modeling, Stakeholder Engagement, Sales Presentations, Leadership and Management, Customer Engagement, Cross-Functional Collaboration, Customer Insights, Customer Analysis, Data-Driven Decision-Making
★ 4.9 (8) · Beginner · Course · 1 - 4 Weeks

Board Infinity
Skills you'll gain: Empathy & Emotional Intelligence, Emotional Intelligence, Rapport Building, Team Collaboration, Meditation & Breathwork, Resilience, Relationship Management, Decision Making
Beginner · Course · 1 - 4 Weeks

University of Washington
Skills you'll gain: Feature Engineering, Model Evaluation, Data Analysis, Model Training, Predictive Modeling, Data Wrangling, Statistical Modeling, Statistics, Data Science, Data-Driven Decision-Making, Data Preprocessing, Predictive Analytics, Data Collection, Applied Machine Learning, R Programming, Data Pipelines, Research, Supervised Learning, Technical Communication, Python Programming
★ 3.8 (26) · Mixed · Course · 1 - 3 Months

University of Colorado System
Skills you'll gain: Machine Learning Algorithms, Model Training, Human Factors (Security), Machine Learning, Model Evaluation, Artificial Intelligence, Supervised Learning, Predictive Modeling, AI Integrations, Diagnostic Tests, Reinforcement Learning, Descriptive Analytics
Beginner · Course · 1 - 4 Weeks

Alfaisal University | KLD
Skills you'll gain: Supply And Demand, Market Dynamics, Economics, Market Analysis, Public Policies, Consumer Behaviour, Demand Planning, Cost Benefit Analysis, Policty Analysis, Research, and Development, Decision Making
Beginner · Course · 1 - 4 Weeks

University of Colorado System
Skills you'll gain: Responsible AI, Agentic systems, Agentic Workflows, Generative AI Agents, Artificial Intelligence, Risking, Healthcare Ethics, Healthcare Project Management, Artificial Intelligence and Machine Learning (AI/ML), AI Workflows, AI Integrations, Health Technology
★ 4.9 (7) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Continuous Delivery, Continuous Deployment, Continuous Integration, Application Deployment, Test Driven Development (TDD), CI/CD, Agile Methodology, Test Automation, Unit Testing, Software Development, Agile Software Development, Python Programming, Version Control
★ 3.7 (13) · Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Risk Modeling, Descriptive Statistics, Financial Data, Financial Modeling, Regression Analysis, Statistical Modeling, Financial Analysis, Decision Tree Learning, Credit Risk, Lending and Underwriting, Predictive Modeling, Commercial Lending, Portfolio Management, Statistics, Portfolio Risk, Statistical Analysis, Performance Metric, Model Evaluation, Supervised Learning, Statistical Hypothesis Testing
Intermediate · Course · 1 - 3 Months

Alfaisal University | KLD
Skills you'll gain: Economics, Business Economics, Business Management, Decision Making, Business, Cost Management, Demand Planning, Production Management
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Data-Driven Decision-Making, Business Intelligence, Data Presentation, Data Storytelling, Interactive Data Visualization, Data Visualization Software, Power BI, Pivot Tables And Charts, Key Performance Indicators (KPIs), Performance Reporting, Data Analysis, Business Reporting, Trend Analysis, Conversion Funnel Analysis
★ 4.1 (10) · Intermediate · Course · 1 - 4 Weeks