• 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 Minnesota

      Analytics for Decision Making

      Skills you'll gain: Time Series Analysis and Forecasting, Simulations, Operations Research, Probability Distribution, Mathematical Modeling, Supply Chain, Probability, Predictive Modeling, Business Modeling, Business Analytics, Analytics, Regression Analysis, Microsoft Excel, Forecasting, Data Modeling, Process Optimization, Data-Driven Decision-Making, Statistics, Business Mathematics, Manufacturing Operations

      4.7
      Rating, 4.7 out of 5 stars
      ·
      261 reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      U

      University of Washington

      Machine Learning: Clustering & Retrieval

      Skills you'll gain: Unsupervised Learning, Bayesian Statistics, Applied Machine Learning, Data Mining, Statistical Machine Learning, Big Data, Statistical Inference, Text Mining, Statistical Modeling, Machine Learning Algorithms, Unstructured Data, Machine Learning, Sampling (Statistics), Scalability, Probability Distribution, Algorithms

      4.7
      Rating, 4.7 out of 5 stars
      ·
      2.4K reviews

      Mixed · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      I

      IE Business School

      Integrated Marketing Communications: Advertising, Public Relations, Digital Marketing and more

      Skills you'll gain: Marketing Communications, Integrated Marketing Communications, Advertising, Marketing, Marketing Budgets, Brand Marketing, Communication Planning, Marketing Planning, Brand Strategy, Brand Management, Brand Loyalty, Branding, Marketing Management, Campaign Management, Marketing Strategy and Techniques, Media Planning, Brand Awareness, Promotional Strategies, Consumer Behaviour, Communication Strategies

      Build toward a degree

      4.7
      Rating, 4.7 out of 5 stars
      ·
      2.4K reviews

      Beginner · Course · 1 - 4 Weeks

    • E

      Erasmus University Rotterdam

      Introduction to Economic Theories

      Skills you'll gain: Consumer Behaviour, Market Dynamics, Financial Market, Financial Systems, Economics, Economic Development, Market Analysis, Tax, Economics, Policy, and Social Studies, Public Policies, Environmental Issue, Social Sciences, Socioeconomics, Supply And Demand, Behavioral Economics, Decision Making

      4.5
      Rating, 4.5 out of 5 stars
      ·
      361 reviews

      Beginner · Course · 1 - 3 Months

    • U

      University of California, Irvine

      اعمل بذكاء أكبر لا بجهد أكثر: إدارة الوقت الشخصي والمهني

      Skills you'll gain: Time Management, Planning, Delegation Skills, Resource Management, Expectation Management, Organizational Skills, Productivity, Personal Development, Prioritization, Overcoming Obstacles, Goal Setting, Decision Making

      4.8
      Rating, 4.8 out of 5 stars
      ·
      810 reviews

      Mixed · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Illinois Urbana-Champaign

      Designing the Organization

      Skills you'll gain: Organizational Structure, Governance, Organizational Strategy, Organizational Effectiveness, Organizational Change, Business Management, Innovation, Systems Thinking, Business Strategies, Growth Strategies, Decision Making

      Build toward a degree

      4.7
      Rating, 4.7 out of 5 stars
      ·
      1.7K reviews

      Beginner · Course · 1 - 3 Months

    • D

      Duke University

      Impact Measurement & Management for the SDGs

      Skills you'll gain: Environmental Social And Corporate Governance (ESG), Sustainability Reporting, Performance Measurement, Stakeholder Engagement, Investment Management, Governance, Key Performance Indicators (KPIs), Benchmarking, Asset Management, Data-Driven Decision-Making, Verification And Validation, Due Diligence

      4.8
      Rating, 4.8 out of 5 stars
      ·
      618 reviews

      Mixed · Course · 1 - 3 Months

    • C

      Coursera Project Network

      Classification Trees in Python, From Start To Finish

      Skills you'll gain: Classification And Regression Tree (CART), Decision Tree Learning, Data Transformation, Supervised Learning, Predictive Modeling, Feature Engineering, Scikit Learn (Machine Learning Library), Data Processing

      4.6
      Rating, 4.6 out of 5 stars
      ·
      230 reviews

      Intermediate · Guided Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      U

      University at Buffalo

      Applied Analytics and Data for Decision Making

      Skills you'll gain: Data Literacy, Data Ethics, Data-Driven Decision-Making, Analytics, Root Cause Analysis, Lean Methodologies, Six Sigma Methodology, Operational Efficiency, Operational Excellence, ISO 9000 Series, Process Improvement, Decision Making, Quality Management Systems, Data Security, Internet Of Things

      4.6
      Rating, 4.6 out of 5 stars
      ·
      120 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      Universidad Nacional Autónoma de México

      Ser más creativos

      Skills you'll gain: Creativity, Creative Thinking, Brainstorming, Design Thinking, Creative Problem-Solving, Ingenuity, Innovation, Cognitive flexibility, Curiosity, Resourcefulness, Problem Solving, Decision Making, Dealing With Ambiguity

      4.7
      Rating, 4.7 out of 5 stars
      ·
      3.3K reviews

      Mixed · Course · 1 - 3 Months

    • U

      Universidad Nacional Autónoma de México

      Pensamiento científico

      Skills you'll gain: Scientific Methods, Science and Research, Creative Thinking, Research, Critical Thinking, Independent Thinking, Curiosity, Social Sciences, Decision Making, Analysis, Dealing With Ambiguity, Cultural Diversity, World History

      4.8
      Rating, 4.8 out of 5 stars
      ·
      2K reviews

      Mixed · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      A

      Alberta Machine Intelligence Institute

      Machine Learning: Algorithms in the Real World

      Skills you'll gain: Supervised Learning, Feature Engineering, Machine Learning Algorithms, Data Ethics, Applied Machine Learning, Data Quality, Data Processing, MLOps (Machine Learning Operations), Jupyter, Data Validation, Machine Learning, Business Operations, Data Cleansing, Product Lifecycle Management, Ethical Standards And Conduct, Classification And Regression Tree (CART), Data Transformation, Operational Analysis, Verification And Validation, Business Strategy

      4.6
      Rating, 4.6 out of 5 stars
      ·
      1.1K reviews

      Intermediate · Specialization · 3 - 6 Months

    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…333435…181

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

    • Analytics for Decision Making: University of Minnesota
    • Machine Learning: Clustering & Retrieval: University of Washington
    • Integrated Marketing Communications: Advertising, Public Relations, Digital Marketing and more: IE Business School
    • Introduction to Economic Theories: Erasmus University Rotterdam
    • اعمل بذكاء أكبر لا بجهد أكثر: إدارة الوقت الشخصي والمهني: University of California, Irvine
    • Designing the Organization: University of Illinois Urbana-Champaign
    • Impact Measurement & Management for the SDGs: Duke University
    • Classification Trees in Python, From Start To Finish: Coursera Project Network
    • Applied Analytics and Data for Decision Making: University at Buffalo
    • Ser más creativos: Universidad Nacional Autónoma de México

    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