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.

Politecnico di Milano
Skills you'll gain: Project Controls, Project Risk Management, Project Closure, Earned Value Management, Cost Management, Cost Control, Project Management, Planning, Business Management, Performance Metric, Forecasting
Beginner · Course · 1 - 4 Weeks

Kennesaw State University
Skills you'll gain: Sales Process, Selling Techniques, Verbal Communication Skills, Sales, B2B Sales, Sales Strategy, Communication, Consumer Behaviour, Customer Relationship Building, Customer Analysis, Non-Verbal Communication, Target Audience
Beginner · Course · 1 - 3 Months
University of Minnesota
Skills you'll gain: Model Evaluation, Business Metrics, Performance Metric, Data Collection, Performance Measurement, Benchmarking, Usability Testing, Data Validation, A/B Testing, Predictive Analytics, Customer Engagement
Mixed · Course · 1 - 3 Months
University of Virginia
Skills you'll gain: Price Negotiation, Market Dynamics, Product Strategy, Strategic Marketing, Presentations, Consumer Behaviour, Cost Accounting, Competitive Analysis, Market Research, Business Strategy, Market Analysis, Microsoft PowerPoint, Value Propositions, Case Studies, Market Share, B2B Sales
Intermediate · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Strategic Leadership, Business Leadership, Change Management, Organizational Change, Leadership, Motivational Skills, Organizational Leadership, Accountability, Visionary, Leadership Development, Workplace inclusivity, Decision Making, Communication, Team Building, AI Enablement, Team Leadership, Leadership and Management, Culture Transformation, Diversity and Inclusion, Cross-Functional Team Leadership
Beginner · Specialization · 1 - 3 Months

London Business School
Skills you'll gain: Corporate Sustainability, Environmental Social And Corporate Governance (ESG), Sustainable Business, Sustainable Development, Corporate Strategy, Business Ethics, Social Impact, Business Leadership, Decision Making, Stakeholder Engagement, Innovation
Intermediate · Course · 1 - 3 Months

ESADE Business and Law School
Skills you'll gain: Succession Planning, Business Management, Systems Thinking, Governance, Relationship Management, Business Systems, Organizational Development, Risk Analysis, Communication, Leadership, Business Modeling, Industrial and Organizational Psychology, Business Analysis, Human Resources, Case Studies, Decision Making
Beginner · Course · 1 - 3 Months

Skills you'll gain: Prompt Engineering, Responsible AI, Business Analysis, Data-Driven Decision-Making, Data Analysis, AI Security, Business Analytics, Artificial Intelligence, Business Process Automation, Generative AI, Stakeholder Communications, Business Requirements, AI Workflows, Requirements Elicitation, Workflow Management, Process Optimization
Intermediate · Course · 1 - 4 Weeks

Rice University
Skills you'll gain: Computational Thinking, Programming Principles, Algorithms, Data Structures, Theoretical Computer Science, Computer Programming, Python Programming, Computer Science, Verification And Validation, Game Theory, Mathematical Modeling, Test Case, Simulations
Intermediate · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Requirements Management, Design Reviews, Systems Engineering, Engineering Management, User Requirements Documents, Requirements Analysis, Systems Design, Business Requirements, Software Engineering, Systems Integration, Leadership, Engineering Design Process, Performance Measurement, Manufacturing and Production, Coordination, Data-Driven Decision-Making, Decision Making
Build toward a degree
Beginner · Course · 1 - 3 Months

Skills you'll gain: Supervised Learning, Data Modeling, Applied Machine Learning, Data Analysis, Regression Analysis, Unsupervised Learning, Classification Algorithms, Machine Learning, Predictive Modeling, Decision Tree Learning, Logistic Regression, Model Evaluation, Random Forest Algorithm
Beginner · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Financial Modeling, Financial Forecasting, Real Estate, Cash Flow Forecasting, Commercial Real Estate, Risk Management, Property and Real Estate, Investment Management, Predictive Modeling, Risk Analysis, Investments, Financial Analysis
Beginner · Course · 1 - 4 Weeks