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 Colorado Boulder
Skills you'll gain: Systems Thinking, Needs Assessment, Sustainable Systems, Community Development, Sustainable Development, Corporate Sustainability, Community Outreach, Social Impact, Drive Engagement, Diversity and Inclusion, Organizational Change, Strategic Thinking, Initiative and Leadership, Adaptability, Stakeholder Engagement, Project Management, Relationship Building, Communication Strategies, Decision Making
★ 4.6 (59) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Stakeholder Management, Data Storytelling, People Analytics, Risk Mitigation, Workforce Planning, HR Tech, Consulting, Organizational Strategy, Persuasive Communication, Management Reporting, Communication, Data Visualization, Data Analysis, Talent Management, Strategic Thinking, Employee Engagement, Information Technology, Project Management, Empathy, Statistical Methods
Advanced · Specialization · 3 - 6 Months

Skills you'll gain: Strategic Decision-Making, Corporate Strategy, Business Strategies, Business Strategy, Business Ethics, Organizational Strategy, Strategic Leadership, Business Planning, Growth Strategies, Decision Making, Strategic Thinking, Strategic Prioritization, Plan Execution, Strategic Planning, Ethical Standards And Conduct, Management Information Systems, Stakeholder Management, Business Administration, Operational Efficiency, Business
★ 4.9 (53) · Beginner · Specialization · 3 - 6 Months
University of Pennsylvania
Skills you'll gain: Capital Budgeting, Financial Modeling, Financial Analysis, Return On Investment, Financial Planning, Corporate Finance, Financial Forecasting, Cash Flows, Cash Flow Forecasting, Business Valuation, Decision Making, Loans, Timelines
★ 4.6 (84) · Mixed · Course · 1 - 4 Weeks

Macquarie University
Skills you'll gain: Sample Size Determination, Statistical Hypothesis Testing, Statistics, Descriptive Statistics, Probability & Statistics, Microsoft Excel, Data Analysis, Statistical Analysis, Statistical Inference, Statistical Methods, Spreadsheet Software, Excel Formulas, Sampling (Statistics), Data-Driven Decision-Making, Box Plots, Probability Distribution, Descriptive Analytics, Data Visualization, Data Visualization Software, Variance Analysis
★ 4.7 (93) · Beginner · Course · 1 - 3 Months

Deep Teaching Solutions
Skills you'll gain: Critical Thinking, Curiosity, Critical Thinking and Problem Solving, Deductive Reasoning, Logical Reasoning, Open Mindset, Lifelong Learning, Problem Solving, Growth Mindedness, Cognitive flexibility, Decision Making
★ 4.9 (48) · Beginner · Course · 1 - 4 Weeks

Pontificia Universidad Católica del Perú
Skills you'll gain: Behavioral Economics, Behavior Management, Experience Design, Consumer Behaviour, Economics, Social Sciences, Design and Product, Decision Making, Ethical Standards And Conduct, Business Ethics, Social Impact, Influencing
★ 5 (26) · Beginner · Course · 1 - 4 Weeks

National Academy of Sports Medicine
Skills you'll gain: Nutritional Assessment, Meal Planning And Preparation, Nutrition and Diet, Nutrition Education, Decision Making, Overcoming Obstacles
Beginner · Course · 1 - 4 Weeks

Epic Games
Skills you'll gain: Unreal Engine, Virtual Environment, Version Control, 3D Assets, Video Game Development, Software Configuration Management, Game Design, Content Management, Computer Graphics, Software Versioning, User Interface (UI), Collaborative Software, Data Import/Export, Software Installation
★ 4.5 (94) · Beginner · Course · 1 - 3 Months

Campus BBVA
Skills you'll gain: Data Storytelling, Data Presentation, Business Analytics, Data Visualization, Dashboard Creation, Data Quality, Data Analysis, Analytics, Descriptive Statistics, Data-Driven Decision-Making, Statistical Inference, Statistics, Big Data, Exploratory Data Analysis, Sampling (Statistics), Statistical Hypothesis Testing, Project Management Life Cycle, Probability Distribution, Job Analysis, Data Infrastructure
★ 4.7 (59) · Beginner · Course · 1 - 3 Months

Johns Hopkins University
Skills you'll gain: Traffic Flow Optimization, Stormwater Management, Public Works, Landscape Architecture, Civil Engineering, Sustainable Development, Water Sustainability, Health Equity, Architectural Design, Land Development, Hydrology, Water Resources, Sustainable Design, Community Development, Community Health, Environment
★ 4.8 (99) · Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Dashboard, Data Storytelling, Financial Modeling, Data Presentation, Dashboard Creation, Financial Auditing, Financial Forecasting, Microsoft Excel, Strategic Decision-Making, Performance Reporting, Financial Reporting, Data Visualization, Auditing, Version Control, Persuasive Communication, Financial Analysis, Variance Analysis, Business Communication, Stakeholder Communications, Root Cause Analysis
★ 4.5 (20) · Intermediate · Specialization · 3 - 6 Months