• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Coursera
  • 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: Preview
      Preview
      U

      University of Michigan

      Making Successful Decisions through the Strategy, Law & Ethics Model

      Skills you'll gain: Intellectual Property, Arbitration, Strategic Decision-Making, Mediation, Business Ethics, Decision Making, Law, Regulation, and Compliance, Business Leadership, Ethical Standards And Conduct, Contract Management, Contract Negotiation, Talent Acquisition, Human Resources, Regulation and Legal Compliance, Business Strategy, Labor Law, Product Development, Business Risk Management

      4.7
      Rating, 4.7 out of 5 stars
      ·
      442 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Pennsylvania

      People Analytics

      Skills you'll gain: People Analytics, Performance Measurement, Workforce Planning, Human Resources Management and Planning, Talent Management, Organizational Effectiveness, Workforce Management, Employee Performance Management, Analytics, Performance Management, Data Analysis, Data-Driven Decision-Making, Collaboration, Employee Retention, Network Analysis, Predictive Analytics, Diversity Equity and Inclusion Initiatives

      4.6
      Rating, 4.6 out of 5 stars
      ·
      6.1K reviews

      Mixed · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      Status: AI skills
      AI skills
      M

      Microsoft

      Microsoft Business Analyst

      Skills you'll gain: Stakeholder Management, Microsoft Power Platform, Stakeholder Engagement, Gap Analysis, User Story, Business Process Improvement, Requirements Analysis, Process Improvement, Software Development Life Cycle, Requirements Elicitation, Microsoft Excel, Business Requirements, Microsoft Visio, Data Modeling, Agile Methodology, Scrum (Software Development), Excel Formulas, Business Analysis, Power BI, Data Analysis

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

      Beginner · Professional Certificate · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      Status: AI skills
      AI skills
      M

      Meta

      Meta Data Analyst

      Skills you'll gain: Data Management, Business Metrics, Data Storytelling, Data Collection, Descriptive Statistics, Matplotlib, Key Performance Indicators (KPIs), Bayesian Statistics, Spreadsheet Software, Data Governance, Statistical Hypothesis Testing, Data Visualization, Data Quality, Dashboard, Data Cleansing, Data Storage, Data Analysis, Pandas (Python Package), SQL, Python Programming

      4.7
      Rating, 4.7 out of 5 stars
      ·
      1.5K reviews

      Beginner · Professional Certificate · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Data Science: Statistics and Machine Learning

      Skills you'll gain: Rmarkdown, Shiny (R Package), Statistical Inference, Statistical Hypothesis Testing, Predictive Modeling, Regression Analysis, Exploratory Data Analysis, Statistical Analysis, Machine Learning Algorithms, Statistical Methods, Plotly, Statistics, Classification And Regression Tree (CART), R Programming, Data Visualization, Data Science, Statistical Modeling, Data Presentation, Machine Learning, GitHub

      4.4
      Rating, 4.4 out of 5 stars
      ·
      7.2K reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      I

      IBM

      Data Visualization and Dashboards with Excel and Cognos

      Skills you'll gain: Data Storytelling, Pivot Tables And Charts, Dashboard, IBM Cognos Analytics, Data Visualization Software, Data Visualization, Looker (Software), Histogram, Microsoft Excel, Tree Maps, Data Analysis, Analytics

      4.7
      Rating, 4.7 out of 5 stars
      ·
      4.3K reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      U

      University of California, Irvine

      Human Resources Analytics

      Skills you'll gain: Data Storytelling, Data-Driven Decision-Making, Human Resource Strategy, Human Resources, Business Metrics, Performance Metric, Workforce Planning, Business Analytics, Employee Training, Employee Engagement, Employee Retention, Compensation Analysis, Data Analysis, Recruitment Strategies

      4.6
      Rating, 4.6 out of 5 stars
      ·
      2K reviews

      Mixed · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Illinois Urbana-Champaign

      Microeconomics Principles

      Skills you'll gain: Market Dynamics, Supply And Demand, Economics, Policy Analysis, Business Economics, Production Management, Competitive Analysis, Resource Allocation, Economics, Policy, and Social Studies, Environmental Issue, Price Negotiation, Operating Cost, Decision Making, Strategic Decision-Making, Socioeconomics, Public Policies, Market Analysis, Profit and Loss (P&L) Management, Social Sciences, Tax

      4.8
      Rating, 4.8 out of 5 stars
      ·
      3.3K reviews

      Beginner · Specialization · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      C

      Copenhagen Business School

      Strategic Management and Innovation

      Skills you'll gain: Business Strategy, Strategic Thinking, Organizational Strategy, Organizational Structure, Strategic Leadership, Strategic Decision-Making, Peer Review, Strategic Planning, Plan Execution, Project Management, Competitive Analysis, Performance Measurement, Culture Transformation, Business Planning, Innovation, Corporate Strategy, Market Analysis, Resource Management, Global Marketing, Project Implementation

      4.7
      Rating, 4.7 out of 5 stars
      ·
      5.1K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      U

      University of Pennsylvania

      Introduction to Spreadsheets and Models

      Skills you'll gain: Spreadsheet Software, Regression Analysis, Google Sheets, Microsoft Excel, Operations Research, Financial Modeling, Simulation and Simulation Software, Probability & Statistics, Business Modeling, Analysis, Forecasting, Statistical Methods, Statistical Analysis, Time Series Analysis and Forecasting, Risk Analysis, Resource Allocation

      4.2
      Rating, 4.2 out of 5 stars
      ·
      3.9K reviews

      Mixed · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Command Line Tools for Genomic Data Science

      Skills you'll gain: Unix Commands, Bioinformatics, Unix, Data Management, Command-Line Interface, Linux Commands, Molecular Biology, Big Data, File Management, Data Analysis Software, Data Processing

      4
      Rating, 4 out of 5 stars
      ·
      565 reviews

      Mixed · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Pennsylvania

      Operations Analytics

      Skills you'll gain: Business Analytics, Analytics, Operational Analysis, Descriptive Analytics, Predictive Analytics, Data-Driven Decision-Making, Risk Analysis, Advanced Analytics, Demand Planning, Forecasting, Operations Management, Spreadsheet Software, Business Risk Management, Decision Making, Process Optimization, Simulation and Simulation Software, Decision Tree Learning, Inventory Control, Microsoft Excel, Probability Distribution

      4.7
      Rating, 4.7 out of 5 stars
      ·
      5.1K reviews

      Mixed · 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…111213…188

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

    • Making Successful Decisions through the Strategy, Law & Ethics Model: University of Michigan
    • People Analytics: University of Pennsylvania
    • Microsoft Business Analyst: Microsoft
    • Meta Data Analyst: Meta
    • Data Science: Statistics and Machine Learning: Johns Hopkins University
    • Data Visualization and Dashboards with Excel and Cognos: IBM
    • Human Resources Analytics: University of California, Irvine
    • Microeconomics Principles: University of Illinois Urbana-Champaign
    • Strategic Management and Innovation: Copenhagen Business School
    • Introduction to Spreadsheets and Models: University of Pennsylvania

    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
    • Do Not Sell/Share
    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