• 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
      A

      Arizona State University

      Strategic Thinking for Everyone

      Skills you'll gain: Strategic Thinking, Influencing, Visionary, Storytelling, Optimism, Strategic Decision-Making, Data Collection, Active Listening, Empathy, Game Theory, Interpersonal Communications, Systems Thinking, Data Validation, Investigation, Contingency Planning, Creative Thinking, Business Strategy, Cognitive flexibility, Proactivity, Business Research

      4.4
      Rating, 4.4 out of 5 stars
      ·
      90 reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      M

      Meta

      Marketing Analytics with Meta

      Skills you'll gain: A/B Testing, Key Performance Indicators (KPIs), Performance Analysis, Performance Measurement, Marketing Analytics, Advertising Campaigns, Presentations, Campaign Management, Marketing, Data-Driven Decision-Making, Advertising, Facebook, Social Media Marketing, Data Analysis, Target Audience

      4.8
      Rating, 4.8 out of 5 stars
      ·
      238 reviews

      Beginner · Course · 1 - 3 Months

    • C

      Coursera Project Network

      Build a Machine Learning Web App with Streamlit and Python

      Skills you'll gain: Dashboard, Machine Learning Algorithms, Interactive Data Visualization, Data Visualization Software, Data Presentation, Classification And Regression Tree (CART), Random Forest Algorithm, Web Applications, Python Programming, Machine Learning, Application Development, Data Science

      4.7
      Rating, 4.7 out of 5 stars
      ·
      409 reviews

      Intermediate · Guided Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      U

      University of California San Diego

      Big Data - Capstone Project

      Skills you'll gain: Big Data, Data Processing, Apache Spark, Data Presentation, Analytics, Classification And Regression Tree (CART), Data Cleansing, Splunk, Unsupervised Learning, Data Analysis, Network Analysis

      4.4
      Rating, 4.4 out of 5 stars
      ·
      399 reviews

      Mixed · Course · 1 - 3 Months

    • U

      University of Illinois Urbana-Champaign

      Global Impact: Business Ethics

      Skills you'll gain: Business Ethics, Corporate Sustainability, Ethical Standards And Conduct, Stakeholder Management, Business Analysis, Cultural Sensitivity, Cultural Diversity, Corporate Strategy, Decision Making, International Relations

      4.7
      Rating, 4.7 out of 5 stars
      ·
      507 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Illinois Urbana-Champaign

      Accounting for Business Decision Making: Measurement and Operational Decisions

      Skills you'll gain: Management Accounting, Cost Benefit Analysis, Cost Accounting, Strategic Decision-Making, Financial Accounting, Business Management, Decision Making, Business, Profit and Loss (P&L) Management, Accounting, Operational Analysis, Performance Measurement, Financial Analysis, Cost Management, Budgeting, Analysis, Operations Management, Sales

      3.8
      Rating, 3.8 out of 5 stars
      ·
      184 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Geneva

      Planning your Client's Wealth over a 5-year Horizon

      Skills you'll gain: Financial Planning, Strategic Decision-Making, Wealth Management, Financial Forecasting, Customer Analysis, Portfolio Management, Investment Management, Finance, Performance Reporting, Asset Management, Financial Analysis, Risk Management, Risk Analysis, Microsoft Excel

      4.7
      Rating, 4.7 out of 5 stars
      ·
      412 reviews

      Mixed · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      R

      Rice University

      Fundamentals of Immunology: Inflammation, Tolerance, Autoimmunity

      Skills you'll gain: Infectious Diseases, Molecular, Cellular, and Microbiology, Pathology, Microbiology, Public Health and Disease Prevention, Biology, Chronic Diseases, Laboratory Research, Molecular Biology

      4.8
      Rating, 4.8 out of 5 stars
      ·
      328 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Illinois Urbana-Champaign

      Professional IQ: Preventing and Solving Problems at Work

      Skills you'll gain: Influencing, Negotiation, Decision Making, Verbal Communication Skills, Communication, Personal Development, Leadership, Professionalism, Persuasive Communication, Business Leadership, Trustworthiness, Leadership Development, Interpersonal Communications, Professional Development, Relationship Building, Personal Integrity, Conflict Management, Initiative and Leadership, Constructive Feedback, Lifelong Learning

      4.6
      Rating, 4.6 out of 5 stars
      ·
      127 reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      I

      IBM

      The AI Ladder: A Framework for Deploying AI in your Enterprise

      Skills you'll gain: Enterprise Architecture, Strategic Decision-Making, Information Architecture, Strategic Thinking, Artificial Intelligence, Data Analysis, Technology Strategies, Data Collection, Business Process Automation, Analytics, Leadership, Data Processing, Innovation, Data Management

      4.6
      Rating, 4.6 out of 5 stars
      ·
      398 reviews

      Beginner · Course · 1 - 4 Weeks

    • N

      National Taiwan University

      Operations Research (2): Optimization Algorithms

      Skills you'll gain: Applied Mathematics, Operations Research, Linear Algebra, Numerical Analysis, Algorithms, Business Mathematics, Engineering Calculations, Process Improvement and Optimization, Mathematical Modeling, Resource Allocation, Computational Thinking, Calculus, Business Analytics, Decision Making

      4.8
      Rating, 4.8 out of 5 stars
      ·
      152 reviews

      Intermediate · 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, Data Processing, Data Quality, Applied Machine Learning, MLOps (Machine Learning Operations), Machine Learning, Data Manipulation, Decision Tree Learning, Business Strategy, Data Transformation, Data Cleansing, Regulatory Compliance, Artificial Neural Networks, Ethical Standards And Conduct, Predictive Modeling, Data Collection, Project Management

      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…585960…187

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

    • Strategic Thinking for Everyone: Arizona State University
    • Marketing Analytics with Meta: Meta
    • Build a Machine Learning Web App with Streamlit and Python: Coursera Project Network
    • Big Data - Capstone Project: University of California San Diego
    • Global Impact: Business Ethics: University of Illinois Urbana-Champaign
    • Accounting for Business Decision Making: Measurement and Operational Decisions: University of Illinois Urbana-Champaign
    • Planning your Client's Wealth over a 5-year Horizon: University of Geneva
    • Fundamentals of Immunology: Inflammation, Tolerance, Autoimmunity: Rice University
    • Professional IQ: Preventing and Solving Problems at Work: University of Illinois Urbana-Champaign
    • The AI Ladder: A Framework for Deploying AI in your Enterprise: IBM

    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