• 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
      T

      The University of Melbourne

      The Language and Tools of Financial Analysis

      Skills you'll gain: Financial Analysis, Financial Statement Analysis, Financial Statements, Accounting, Financial Modeling, Balance Sheet, Income Statement, Corporate Finance, Cash Flows, Business Valuation, Risk Analysis, Business Ethics

      4.7
      Rating, 4.7 out of 5 stars
      ·
      1.4K reviews

      Mixed · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Predictive Modeling and Analytics

      Skills you'll gain: Predictive Analytics, Exploratory Data Analysis, Data Visualization, Data Modeling, Business Analytics, Data Analysis, Statistical Modeling, Data-Driven Decision-Making, Regression Analysis, Machine Learning Methods, Supervised Learning, Decision Tree Learning, Data Cleansing, Artificial Neural Networks

      3.6
      Rating, 3.6 out of 5 stars
      ·
      602 reviews

      Intermediate · Course · 1 - 4 Weeks

    • E

      Erasmus University Rotterdam

      Assessment in Higher Education: Professional Development for Teachers

      Skills you'll gain: Constructive Feedback, Higher Education, Instructional Design, Program Standards, Planning, Reliability, Analytical Skills, Decision Making

      4.8
      Rating, 4.8 out of 5 stars
      ·
      411 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Illinois Urbana-Champaign

      Exploring and Producing Data for Business Decision Making

      Skills you'll gain: Descriptive Statistics, Sampling (Statistics), Probability Distribution, Business Analytics, Statistics, Microsoft Excel, Analytics, Statistical Inference, Data Analysis, Exploratory Data Analysis, Probability & Statistics, Statistical Analysis, Histogram, Data Collection, Data Presentation, Decision Making, Graphing

      4.8
      Rating, 4.8 out of 5 stars
      ·
      1K reviews

      Beginner · Course · 1 - 3 Months

    • I

      Insper

      Introdução ao Marketing Analítico

      Skills you'll gain: Marketing Analytics, Analytical Skills, Data Analysis, Data Collection, Marketing, Analytics, Quantitative Research, Market Research, Customer Insights, Data-Driven Decision-Making, Statistical Methods, Consumer Behaviour, Brand Management

      4.7
      Rating, 4.7 out of 5 stars
      ·
      798 reviews

      Mixed · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      Universidad Nacional Autónoma de México

      Business intelligence and data warehousing

      Skills you'll gain: Data Warehousing, Extract, Transform, Load, Business Intelligence, Data Mining, Big Data, Predictive Analytics, Analytics, Data Modeling, MySQL, Business Analytics, Apache Hadoop, Star Schema, Unstructured Data, Database Design, SQL, Data Transformation

      3.9
      Rating, 3.9 out of 5 stars
      ·
      100 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Washington

      Data Manipulation at Scale: Systems and Algorithms

      Skills you'll gain: Big Data, Relational Databases, Database Systems, Dataflow, Data Science, Data Manipulation, Data Processing, NoSQL, Apache Spark, Analytics, Distributed Computing, Apache Hadoop, SQL, Data Analysis, Query Languages, Cloud Computing, Scalability, Graph Theory, Python Programming, Algorithms

      4.3
      Rating, 4.3 out of 5 stars
      ·
      767 reviews

      Mixed · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      M

      McMaster University

      Finance for Everyone: Decisions

      Skills you'll gain: Finance, Financial Market, Peer Review, Project Design, Business Mathematics, Market Dynamics, Financial Analysis, Economics, Cash Flows, Decision Making

      4.7
      Rating, 4.7 out of 5 stars
      ·
      866 reviews

      Mixed · Course · 1 - 4 Weeks

    • G

      Georgia Institute of Technology

      Materials Data Sciences and Informatics

      Skills you'll gain: Data Science, Data Mining, Data Integration, Data-Driven Decision-Making, Information Management, Engineering Analysis, Process Engineering, Big Data, Chemical Engineering, Structural Analysis, Predictive Modeling, Collaborative Software, Statistics, Innovation

      4.5
      Rating, 4.5 out of 5 stars
      ·
      347 reviews

      Intermediate · Course · 1 - 3 Months

    • N

      National Taiwan University

      大數據分析:商業應用與策略管理 (Big Data Analytics: Business Applications and Strategic Decisions)

      Skills you'll gain: Data-Driven Decision-Making, Business Analytics, Business Intelligence, Strategic Decision-Making, Financial Data, Marketing Analytics, Business Strategy, Market Analysis, Customer Insights, Big Data, Analysis, Social Media, Market Research, Competitive Analysis, Real Time Data, Retail Store Operations, Brand Management, Banking, Consumer Behaviour, Financial Services

      4.8
      Rating, 4.8 out of 5 stars
      ·
      403 reviews

      Beginner · Course · 1 - 3 Months

    • C

      CentraleSupélec

      On Strategy : What Managers Can Learn from Philosophy - PART 1

      Skills you'll gain: Innovation, Change Management, Creative Thinking, Cognitive flexibility, Organizational Change, Strategic Leadership, Leadership Studies, Strategic Planning, Strategic Decision-Making, Business Strategy, Critical Thinking

      4.7
      Rating, 4.7 out of 5 stars
      ·
      471 reviews

      Mixed · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Minnesota

      Optimization for Decision Making

      Skills you'll gain: Operations Research, Mathematical Modeling, Business Modeling, Business Analytics, Analytics, Data Modeling, Business Mathematics, Process Optimization, Data-Driven Decision-Making, Business Intelligence, Microsoft Excel, Solution Design, Decision Making, Linear Algebra, Resource Allocation, Graphing

      4.8
      Rating, 4.8 out of 5 stars
      ·
      74 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…444546…184

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

    • The Language and Tools of Financial Analysis: The University of Melbourne
    • Predictive Modeling and Analytics : University of Colorado Boulder
    • Assessment in Higher Education: Professional Development for Teachers: Erasmus University Rotterdam
    • Exploring and Producing Data for Business Decision Making: University of Illinois Urbana-Champaign
    • Introdução ao Marketing Analítico: Insper
    • Business intelligence and data warehousing: Universidad Nacional Autónoma de México
    • Data Manipulation at Scale: Systems and Algorithms: University of Washington
    • Finance for Everyone: Decisions: McMaster University
    • Materials Data Sciences and Informatics: Georgia Institute of Technology
    • 大數據分析:商業應用與策略管理 (Big Data Analytics: Business Applications and Strategic Decisions): National Taiwan University

    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