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.

Skills you'll gain: Predictive Modeling, Applied Machine Learning, Data Preprocessing, Data Analysis, Data Import/Export, Google Cloud Platform, Model Evaluation, Decision Tree Learning, Model Training, Data Processing, Analysis, Machine Learning, Classification Algorithms, Machine Learning Methods, Random Forest Algorithm, Statistical Visualization, Software Visualization
★ 4.6 (29) · Intermediate · Guided Project · Less Than 2 Hours

University of Manchester
Skills you'll gain: Sustainable Business, Corporate Sustainability, Sustainable Systems, Business Ethics, Sustainable Development, Intercultural Competence, Ethical Standards And Conduct, Team Oriented, Decision Making, Cultural Diversity, Systems Thinking, Business Transformation, Stakeholder Management
★ 4.8 (700) · Mixed · Course · 1 - 3 Months

Alfaisal University | KLD
Skills you'll gain: Contract Management, Procurement, Purchasing, Supply Management, Materials Management, Vendor Contracts, Supplier Management, Decision Making
★ 4.6 (116) · Beginner · Course · 1 - 4 Weeks

AI CERTs
Skills you'll gain: AI Integrations, Data Ethics, Responsible AI, AI Workflows, AI literacy, Business Process Automation, Automation, ChatGPT, Computer Science, Analysis, Innovation, Decision Making, Natural Language Processing, Creative Problem-Solving, Business Planning, Business Strategy, Organizational Strategy
★ 4.7 (21) · Beginner · Course · 1 - 3 Months
University of Illinois Urbana-Champaign
Skills you'll gain: Business Analytics, Statistics, Statistical Inference, Statistical Modeling, Statistical Hypothesis Testing, Data Literacy, Analytics, Statistical Methods, Statistical Software, Predictive Analytics, Data-Driven Decision-Making, Regression Analysis, Statistical Analysis, Predictive Modeling, Probability & Statistics, Estimation, Statistical Reporting, Microsoft Excel, Forecasting, Sampling (Statistics)
★ 4.8 (879) · Intermediate · Course · 1 - 4 Weeks

Politecnico di Milano
Skills you'll gain: Business Process Management, Business Process, Process Management, Process Design, Organizational Structure, Decision Making, Game Theory, Process Mapping, Organizational Strategy, Operational Efficiency, Organizational Effectiveness, Business Management, Performance Measurement, Problem Solving, Business, Strategic Decision-Making, Coordination
★ 4.7 (198) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Strategic Decision-Making, Decisiveness, Decision Making, Dealing With Ambiguity, Leadership, Problem Solving, Ideation, Innovation, Strategic Leadership, Adaptability, Leadership Development, Creative Thinking, Collaboration, Critical Thinking and Problem Solving
★ 4.9 (49) · Intermediate · Course · 1 - 4 Weeks

O.P. Jindal Global University
Skills you'll gain: Governance, Organizational Effectiveness, Resource Management, Organizational Strategy, Decision Making, Leadership, Performance Appraisal, Business Strategies, Ethical Standards And Conduct, Performance Measurement, Critical Thinking
★ 4.6 (32) · Beginner · Course · 1 - 3 Months

University of London
Skills you'll gain: Business Strategy, Competitive Analysis, Business Strategies, Market Analysis, Strategic Thinking, Business Analysis, Product Strategy, Analysis, Product Lifecycle Management, Market Share, Business Management, Corporate Strategy, Strategic Decision-Making, Organizational Strategy, Growth Strategies, Case Studies, Cultural Diversity, Culture
★ 4.8 (399) · Mixed · Course · 1 - 4 Weeks

emlyon business school
Skills you'll gain: Entrepreneurship, Dealing With Ambiguity, Stakeholder Engagement, Strategic Thinking, Stakeholder Management, Creative Problem-Solving, Business Strategies, Risk Management, Resourcefulness, Decision Making, Risk Mitigation, Empowerment, Collaboration, Action Oriented, Adaptability, Resource Utilization
★ 4.7 (232) · Beginner · Course · 1 - 3 Months

Kennesaw State University
Skills you'll gain: Trustworthiness, Sales Process, Selling Techniques, Verbal Communication Skills, Sales, Sales Development, General Sales Practices, Rapport Building, Relationship Building, Communication, Consumer Behaviour, Customer Relationship Building, Non-Verbal Communication, Marketing Psychology, Decision Making, Purchasing, Customer Insights
★ 4.8 (64) · Beginner · Course · 1 - 3 Months

London Business School
Skills you'll gain: Financial Statement Analysis, Financial Analysis, Financial Statements, Balance Sheet, Financial Reporting, Income Statement, Return On Investment, Accounting, Investments, Cash Flows
★ 4.5 (131) · Beginner · Course · 1 - 4 Weeks