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.

Utrecht University
Skills you'll gain: Social Justice, Court Systems, Political Sciences, Immigration Law, Law, Regulation, and Compliance, Diversity Awareness, European History, Cultural Diversity, Social Sciences, Lawsuits, Civil Law, Adjudication, Legal Proceedings, Case Law, Case Studies
★ 4.8 (630) · Beginner · Course · 1 - 3 Months

University of California San Diego
Skills you'll gain: Bioinformatics, Statistical Methods, Statistical Analysis, Molecular Biology, Graph Theory, Taxonomy
★ 4.5 (79) · Intermediate · Course · 1 - 3 Months
University of Minnesota
Skills you'll gain: Model Evaluation, Decision Support Systems, Business Metrics, Test Data, Performance Metric, Performance Testing, Data Collection, Performance Measurement, Benchmarking, A/B Testing, Predictive Analytics, Product Assortment
★ 4.4 (236) · Mixed · Course · 1 - 3 Months

Microsoft
Skills you'll gain: Competitive Analysis, Market Research, Competitive Intelligence, Persona Development, Market Analysis, Customer Analysis, Market Intelligence, Market Opportunities, Business Research, AI Product Strategy, Consumer Behaviour, Target Market, Customer Insights, Data-Driven Decision-Making, Business Strategy, Product Management, Product Development, Target Audience, Product Strategy, Gap Analysis
★ 4.5 (54) · Beginner · Course · 1 - 4 Weeks
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

Skills you'll gain: Exploratory Data Analysis, Predictive Modeling, Statistical Process Controls, Correlation Analysis, Statistics, Data-Driven Decision-Making, Statistical Modeling, Statistical Hypothesis Testing, Statistical Methods, Statistical Software, Probability & Statistics, Regression Analysis, Statistical Inference, Predictive Analytics, Data Analysis, SAS (Software), Scatter Plots, Experimentation, Analytical Skills, Data Visualization
★ 4.8 (101) · Beginner · Course · 1 - 3 Months

University of Virginia
Skills you'll gain: Bioinformatics, Data Analysis Software, Scientific Visualization, Taxonomy, Data Import/Export
★ 4.7 (320) · Intermediate · Course · 1 - 3 Months

University of California, Irvine
Skills you'll gain: Supply Chain Planning, Supply Chain, Supply Chain Management, Inventory Control, Process Optimization, Resource Utilization, Operations Management, Demand Planning, Capacity Planning, Resource Allocation, Capacity Management, Microsoft Excel, Excel Formulas, Simulation and Simulation Software, Decision Making
★ 4.6 (64) · Intermediate · Course · 1 - 4 Weeks

Universidad de Palermo
Skills you'll gain: Business Economics, Market Dynamics, Economics, Economic Development, Financial Policy, Economics, Policy, and Social Studies, Market Analysis, Public Policies, Business Acumen, International Finance, Consumer Behaviour, Policy Analysis, Supply And Demand, Fiscal Management, Decision Making
★ 4.8 (679) · Beginner · Course · 1 - 4 Weeks
Skills you'll gain: Scrum (Software Development), Agile Project Management, Backlogs, Agile Software Development, Sprint Planning, Agile Methodology, User Story, Agile Product Development, Data-Driven Decision-Making, Project Estimation, Product Requirements, Waterfall Methodology, Lean Methodologies, Project Performance, Kanban Principles, Product Management, Project Management, Prioritization, Estimation, Problem Solving
★ 4.8 (132) · Beginner · Specialization · 1 - 3 Months
Skills you'll gain: Data Ethics, Law, Regulation, and Compliance, Business Ethics, Strategic Thinking, Ethical Standards And Conduct, Regulatory Requirements, Regulatory Compliance, Analytical Skills, Responsible AI, Regulation and Legal Compliance, Technology Strategies, Compliance Management, Decision Making, Business Analysis, Business Strategy, Conflict Management, Information Privacy, Accountability
★ 4.7 (157) · Beginner · Course · 1 - 3 Months

Arizona State University
Skills you'll gain: Visionary, Strategic Thinking, Proactivity, Creative Thinking, Cognitive flexibility, Optimism, Open Mindset, Empowerment, Planning, Creativity, Critical Thinking, Decision Making
★ 4.5 (66) · Mixed · Course · 1 - 3 Months