• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Coursera
  • Online Degrees
  • Careers
  • Log In
  • Join for Free
    Coursera
    • Browse
    • Decision Tree

    Decision Tree Courses Online

    Understand decision tree algorithms for classification and regression. Learn to build and interpret decision trees for data analysis.

    Skip to search results

    Filter by

    Subject
    Required
     *

    Language
    Required
     *

    The language used throughout the course, in both instruction and assessments.

    Learning Product
    Required
     *

    Level
    Required
     *

    Duration
    Required
     *

    Skills
    Required
     *

    Subtitles
    Required
     *

    Educator
    Required
     *

    Explore the Decision Tree Course Catalog

    • Status: Free Trial
      Free Trial
      U

      University of Michigan

      Introduction to Machine Learning in Sports Analytics

      Skills you'll gain: Scikit Learn (Machine Learning Library), Supervised Learning, Applied Machine Learning, Statistical Machine Learning, Predictive Analytics, Feature Engineering, Classification And Regression Tree (CART), Machine Learning Algorithms, Predictive Modeling, Analytics, Machine Learning, Data Analysis, Random Forest Algorithm

      4.8
      Rating, 4.8 out of 5 stars
      ·
      24 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      F

      Fractal Analytics

      Data Analysis Using SQL

      Skills you'll gain: Database Design, Data Manipulation, SQL, Relational Databases, Database Management, Data Analysis, Data Cleansing, Databases, Query Languages, Data Transformation, Data Integrity

      4.5
      Rating, 4.5 out of 5 stars
      ·
      43 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      M

      Microsoft

      Building Intelligent Troubleshooting Agents

      Skills you'll gain: Large Language Modeling, Natural Language Processing, Generative AI Agents, Prompt Engineering, Test Case, Agentic systems, Human Computer Interaction, Artificial Intelligence and Machine Learning (AI/ML), Debugging, Artificial Intelligence, Performance Tuning, Python Programming, Machine Learning

      5
      Rating, 5 out of 5 stars
      ·
      7 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      E

      EDHEC Business School

      Economics and Policies of Climate Change

      Skills you'll gain: Environmental Policy, Economics, Environmental Issue, Behavioral Economics, Cost Benefit Analysis, Policy Analysis, Environmental Regulations, Market Analysis, Tax, Financial Trading, Mathematical Modeling

      4.5
      Rating, 4.5 out of 5 stars
      ·
      68 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      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, Team Leadership, Leadership, Trustworthiness, Initiative and Leadership, Relationship Building, Waterfall Methodology, Project Management, Self-Awareness

      4.8
      Rating, 4.8 out of 5 stars
      ·
      75 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: New
      New
      P

      Packt

      Lean Six Sigma - Yellow Belt

      Skills you'll gain: Lean Six Sigma, Six Sigma Methodology, Lean Methodologies, Process Improvement, Quality Improvement, Continuous Improvement Process, Data-Driven Decision-Making, Business Process, Process Analysis, Benchmarking, Root Cause Analysis, Stakeholder Management, Project Management

      4.6
      Rating, 4.6 out of 5 stars
      ·
      9 reviews

      Beginner · Course · 1 - 4 Weeks

    • U

      University of Washington

      Designing Autonomous AI

      Skills you'll gain: Organizational Skills, Artificial Intelligence, Systems Design, Functional Design, Goal Setting, Verification And Validation, Reinforcement Learning, Functional Specification, Knowledge Transfer, Software Architecture, Interviewing Skills, Software Design Patterns, Decision Making

      4.8
      Rating, 4.8 out of 5 stars
      ·
      12 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      D

      Duke University

      Developing Explainable AI (XAI)

      Skills you'll gain: Data Ethics, Generative AI, Artificial Intelligence, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, Data-Driven Decision-Making, Information Privacy

      4.7
      Rating, 4.7 out of 5 stars
      ·
      24 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      Universidad Nacional Autónoma de México

      Toma de decisiones financieras

      Skills you'll gain: Fixed Asset, Business Valuation, Financial Management, Corporate Finance, Financial Modeling, Capital Budgeting, Business Mathematics, Financial Analysis, Capital Expenditure, Financial Statements, Investment Management, Asset Management, Return On Investment, Cash Flows, Balance Sheet, Decision Making

      4.6
      Rating, 4.6 out of 5 stars
      ·
      228 reviews

      Intermediate · Course · 1 - 3 Months

    • C

      Coursera Instructor Network

      Success with Integrity: Business Ethics Foundation

      Skills you'll gain: Business Ethics, Ethical Standards And Conduct, Decision Making, Trustworthiness, Professionalism, Personal Integrity, Business Management, Global Marketing, Compliance Management, Leadership Studies, Environmental Social And Corporate Governance (ESG), Corporate Sustainability, Conflict Management

      4.9
      Rating, 4.9 out of 5 stars
      ·
      128 reviews

      Beginner · Course · 1 - 4 Weeks

    • U

      University of Pennsylvania

      The Science of Generosity: Do Good...Feel Good

      Skills you'll gain: Compassion, Philanthropy, Positivity, Empathy, Cultural Diversity, Cultural Sensitivity, Self-Awareness, Culture, Decision Making, Goal Setting, Planning, Ethical Standards And Conduct, Research

      4.3
      Rating, 4.3 out of 5 stars
      ·
      14 reviews

      Beginner · Course · 1 - 4 Weeks

    • U

      University of Illinois Urbana-Champaign

      Emerging Technology, Disruption, and AI

      Skills you'll gain: Emerging Technologies, Decision Making, Technology Strategies, Business Transformation, Innovation, Strategic Thinking, Artificial Intelligence, Automation, Data Ethics, Storytelling, Probability, Scenario Testing

      Build toward a degree

      4.7
      Rating, 4.7 out of 5 stars
      ·
      27 reviews

      Beginner · Course · 1 - 4 Weeks

    Decision Tree learners also search

    Python Machine Learning
    Python for Machine Learning
    Computational Science
    Mathematics for Machine Learning
    MATLAB
    Python Excel
    Machine Learning Andrew Ng
    Python Pandas
    1…899091…179

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

    • Introduction to Machine Learning in Sports Analytics: University of Michigan
    • Data Analysis Using SQL: Fractal Analytics
    • Building Intelligent Troubleshooting Agents: Microsoft
    • Economics and Policies of Climate Change: EDHEC Business School
    • Leadership: University of Illinois Urbana-Champaign
    • Lean Six Sigma - Yellow Belt: Packt
    • Designing Autonomous AI: University of Washington
    • Developing Explainable AI (XAI): Duke University
    • Toma de decisiones financieras: Universidad Nacional Autónoma de México
    • Success with Integrity: Business Ethics Foundation: Coursera Instructor Network

    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

    Technical Skills

    • ChatGPT
    • Coding
    • Computer Science
    • Cybersecurity
    • DevOps
    • Ethical Hacking
    • Generative AI
    • Java Programming
    • Python
    • Web Development

    Analytical Skills

    • Artificial Intelligence
    • Big Data
    • Business Analysis
    • Data Analytics
    • Data Science
    • Financial Modeling
    • Machine Learning
    • Microsoft Excel
    • Microsoft Power BI
    • SQL

    Business Skills

    • Accounting
    • Digital Marketing
    • E-commerce
    • Finance
    • Google
    • Graphic Design
    • IBM
    • Marketing
    • Project Management
    • Social Media Marketing

    Career Resources

    • Essential IT Certifications
    • High-Income Skills to Learn
    • How to Get a PMP Certification
    • How to Learn Artificial Intelligence
    • Popular Cybersecurity Certifications
    • Popular Data Analytics Certifications
    • What Does a Data Analyst Do?
    • Career Development Resources
    • Career Aptitude Test
    • 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
    • ECTS Credit Recommendations

    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
    • Manage Cookie Preferences
    Learn Anywhere
    Download on the App Store
    Get it on Google Play
    Logo of Certified B Corporation
    © 2025 Coursera Inc. All rights reserved.
    • Coursera Facebook
    • Coursera Linkedin
    • Coursera Twitter
    • Coursera YouTube
    • Coursera Instagram
    • Coursera TikTok