• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Degrees
​
Log In
Join for Free
  • Browse
  • Decision Tree

Decision Tree Courses

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.

Popular Decision Tree Courses and Certifications


  • T

    The State University of New York

    Introduction to Early Childhood

    Skills you'll gain: Child Development, Childhood Education and Development, Working With Children, Special Education, Education and Training, Teaching, Family Support, Parent Communication, Cultural Diversity, Diversity Awareness, Diversity Equity and Inclusion Initiatives, Classroom Management, Cultural Responsiveness, Psychosocial Assessments, Behavior Management, Behavioral Management, Positive Behavior Support, Cultural Sensitivity, Creativity, Communication

    4.9 stars, 142 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.9 (142) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • T

    Tecnológico de Monterrey

    Evaluación del Aprendizaje en Escenarios Clínicos

    Skills you'll gain: Patient Evaluation, Patient-centered Care, Clinical Supervision, Clinical Assessment, Clinical Practices, Constructive Feedback, Mentorship, Decision Making

    4.9 stars, 159 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.9 (159) · Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • U

    University of Illinois Urbana-Champaign

    Leadership

    Skills you'll gain: Leadership and Management, Business Leadership, Organizational Leadership, Decision Making, Emotional Intelligence, Ethical Standards And Conduct, Business Ethics, Team Leadership, Leadership, Trustworthiness, Empathy & Emotional Intelligence, Leadership Development, Rapport Building, Team Building, Waterfall Methodology, Project Management, Project Management Life Cycle, Self-Awareness, Project Scoping, Business Communication

    4.8 stars, 166 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (166) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    Universidad de Palermo

    Economía y Finanzas de Empresas

    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 stars, 679 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (679) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • D

    Duke University

    Python and Pandas for Data Engineering

    Skills you'll gain: Pandas (Python Package), Version Control, Git (Version Control System), Data Manipulation, Software Development Tools, Development Environment, Data Structures, Python Programming, Microsoft Development Tools, Data Analysis Software, Package and Software Management, Virtual Environment

    4.6 stars, 278 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.6 (278) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Western Australia

    Agriculture, Economics and Nature

    Skills you'll gain: Land Management, Economics, Environment and Resource Management, Environmental Issue, Water Resources, Natural Resource Management, Environmental Resource Management, Economics, Policy, and Social Studies, Environmental Policy, Supply And Demand, Public Policies, Cost Benefit Analysis, Policy Analysis, Climate Change Adaptation, Market Dynamics, Pollution Prevention, Resource Utilization, Market Trend, Production Process

    4.7 stars, 563 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (563) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • U

    Utrecht University

    Human Rights for Open Societies

    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 stars, 630 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.8 (630) · Beginner · Course · 1 - 3 Months

    Category: Free
    Free
  • A

    Arizona State University

    Futures Thinking

    Skills you'll gain: Visionary, Strategic Thinking, Proactivity, Creative Thinking, Cognitive flexibility, Optimism, Open Mindset, Empowerment, Planning, Creativity, Critical Thinking, Decision Making

    4.5 stars, 66 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.5 (66) · Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • V

    Vanderbilt University

    Android App Components - Intents, Activities, and Broadcast Receivers

    Skills you'll gain: Git (Version Control System), Version Control, Android Development, File I/O, Android (Operating System), Android Studio, Mobile Development, Data Persistence, Java Programming, Application Development, Event-Driven Programming, Computer Programming

    4.2 stars, 801 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.2 (801) · Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • M

    Microsoft

    Building Intelligent Troubleshooting Agents

    Skills you'll gain: Fine-tuning, Large Language Modeling, Natural Language Processing, LLM Application, Generative AI Agents, Agentic Workflows, Decision Intelligence, Test Case, Agentic systems, User Interface (UI), Performance Testing, Model Training, Applied Machine Learning, Artificial Intelligence, Model Optimization, Machine Learning Algorithms, Classification Algorithms, Decision Support Systems, Model Evaluation

    4.4 stars, 21 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.4 (21) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • M

    Macquarie University

    Excel Skills for Business Forecasting

    Skills you'll gain: Time Series Analysis and Forecasting, Forecasting, Model Evaluation, Regression Analysis, Microsoft Excel, Excel Formulas, Trend Analysis, Case Studies, Business Metrics, Predictive Modeling, Strategic Thinking, Data Presentation, Statistical Visualization, Graphing, Data-Driven Decision-Making, Statistical Modeling, Business Modeling, Model Optimization, Business Analytics, Statistical Analysis

    4.9 stars, 331 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.9 (331) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • R

    Rice University

    Business Applications of Hypothesis Testing and Confidence Interval Estimation

    Skills you'll gain: Statistical Hypothesis Testing, Statistical Methods, Sample Size Determination, Statistical Inference, Estimation, Business Analytics, Statistics, Probability & Statistics, Sampling (Statistics), Statistical Analysis, Microsoft Excel, Excel Formulas, Probability Distribution, Data Analysis

    4.8 stars, 1.3K reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.8 (1.3K) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
1…777879…367

In summary, here are 10 of our most popular decision tree courses

  • Introduction to Early Childhood: The State University of New York
  • Evaluación del Aprendizaje en Escenarios Clínicos: Tecnológico de Monterrey
  • Leadership: University of Illinois Urbana-Champaign
  • Economía y Finanzas de Empresas: Universidad de Palermo
  • Python and Pandas for Data Engineering: Duke University
  • Agriculture, Economics and Nature: University of Western Australia
  • Human Rights for Open Societies: Utrecht University
  • Futures Thinking: Arizona State University
  • Android App Components - Intents, Activities, and Broadcast Receivers: Vanderbilt University
  • Building Intelligent Troubleshooting Agents: Microsoft

Skills you can learn in Software Development

Programming Language (34)
Google (25)
Computer Program (21)
Software Testing (21)
Web (19)
Google Cloud Platform (18)
Application Programming Interfaces (17)
Data Structure (16)
Problem Solving (14)
Object-oriented Programming (13)
Kubernetes (10)
List & Label (10)

Other topics to explore

Arts and Humanities
338 courses
Business
1095 courses
Computer Science
668 courses
Data Science
425 courses
Information Technology
145 courses
Health
471 courses
Math and Logic
70 courses
Personal Development
137 courses
Physical Science and Engineering
413 courses
Social Sciences
401 courses
Language Learning
150 courses

Coursera Footer

Skills

  • Accounting
  • Artificial Intelligence (AI)
  • Cybersecurity
  • Data Analytics
  • Digital Marketing
  • Human Resources (HR)
  • Microsoft Excel
  • Project Management
  • Python
  • SQL

Professional Certificates

  • Google AI Certificate
  • Google Cybersecurity Certificate
  • Google Data Analytics Certificate
  • Google IT Support Certificate
  • Google Project Management Certificate
  • Google UX Design Certificate
  • IBM AI Engineering Certificate
  • IBM AI Product Manager Certificate
  • IBM Data Science Certificate
  • Intuit Academy Bookkeeping Certificate

Courses & Specializations

  • AI Essentials Specialization
  • AI For Business Specialization
  • AI For Everyone Course
  • AI in Healthcare Specialization
  • Deep Learning Specialization
  • Excel Skills for Business Specialization
  • Financial Markets Course
  • Machine Learning Specialization
  • Prompt Engineering for ChatGPT Course
  • Python for Everybody Specialization

Career Resources

  • Career Aptitude Test
  • CAPM Certification Requirements
  • CompTIA A+ Certification Requirements
  • CompTIA Security+ Certification Requirements
  • Essential IT Certifications
  • High-Income Skills to Learn
  • How to Learn Artificial Intelligence
  • PMP Certification Requirements
  • Popular Cybersecurity Certifications
  • Share your Coursera learning story

Coursera

  • About
  • What We Offer
  • Leadership
  • Careers
  • Catalog
  • Coursera Plus
  • Professional Certificates
  • MasterTrack® Certificates
  • Degrees
  • For Enterprise
  • For Government
  • For Campus
  • Become a Partner
  • Social Impact
  • Free Courses
  • Udemy

Community

  • Learners
  • Partners
  • Beta Testers
  • Blog
  • The Coursera Podcast
  • Tech Blog

More

  • Press
  • Investors
  • Terms
  • Privacy
  • Help
  • Accessibility
  • Contact
  • Articles
  • Directory
  • Affiliates
  • Modern Slavery Statement
  • Do Not Sell/Share
Learn Anywhere
Download on the App Store
Get it on Google Play
Logo of Certified B Corporation
© 2026 Coursera Inc. All rights reserved.
  • Coursera Facebook
  • Coursera Linkedin
  • Coursera Twitter
  • Coursera YouTube
  • Coursera Instagram
  • Coursera TikTok