• 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
      G

      Google

      تحليلات البيانات من Google

      Skills you'll gain: Data Storytelling, Data Presentation, Data Visualization, Rmarkdown, Stakeholder Communications, Data Ethics, Data-Driven Decision-Making, Data Cleansing, Tableau Software, Spreadsheet Software, Data Validation, Data Visualization Software, Ggplot2, Data Integration, Data Literacy, Dashboard, Data Integrity, Data Collection, Interviewing Skills, Data Analysis

      4.7
      Rating, 4.7 out of 5 stars
      ·
      300 reviews

      Beginner · Professional Certificate · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      C

      Copenhagen Business School

      Strategic Management - Capstone Project

      Skills you'll gain: Plan Execution, Peer Review, Innovation, Organizational Strategy, Business Planning, Project Implementation, Business Strategy, Competitive Analysis, Business Analysis, Strategic Thinking, Strategic Decision-Making

      4.7
      Rating, 4.7 out of 5 stars
      ·
      370 reviews

      Mixed · Course · 1 - 3 Months

    • U

      University of Maryland, College Park

      Fundamentals of Technology Sales

      Skills you'll gain: Closing (Sales), Sales Process, Sales Presentation, Technical Sales, Sales, Sales Management, Sales Strategy, Solution Sales Engineering, Prospecting and Qualification, Emerging Technologies, Outside Sales, Inside Sales, Needs Assessment, Consultative Approaches, Negotiation, Overcoming Objections, Cloud Computing, Cybersecurity

      4.7
      Rating, 4.7 out of 5 stars
      ·
      149 reviews

      Beginner · Course · 1 - 3 Months

    • A

      Arizona State University

      Emotional Intelligence

      Skills you'll gain: Emotional Intelligence, Conflict Management, Empathy, Relationship Management, Leadership, Composure, Stress Management, Self-Awareness, Resilience, Decision Making

      4.3
      Rating, 4.3 out of 5 stars
      ·
      44 reviews

      Beginner · Course · 1 - 3 Months

    • U

      Universiteit Leiden

      Risk in Modern Society

      Skills you'll gain: Risk Management, Risk Analysis, Safety and Security, Environmental Issue, Cyber Security Strategy, Decision Making, Public Health

      4.7
      Rating, 4.7 out of 5 stars
      ·
      218 reviews

      Beginner · 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, Graphing

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

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of California, Davis

      Research Report: Delivering Insights

      Skills you'll gain: Data Synthesis, Data Storytelling, Presentations, Marketing, Data Visualization Software, Market Research, Social Media Marketing, Microsoft PowerPoint, Advertising, Customer Insights, Verbal Communication Skills, Target Audience, Strategic Marketing, Market Analysis

      4.6
      Rating, 4.6 out of 5 stars
      ·
      176 reviews

      Intermediate · Course · 1 - 4 Weeks

    • U

      University of Michigan

      Liderazgo de equipos

      Skills you'll gain: Team Leadership, Team Management, Team Building, Teamwork, Conflict Management, Trustworthiness, Decision Making, Rapport Building, People Management, Collaboration, Goal Setting, Professional Development, Performance Management, Lifelong Learning, Employee Performance Management, Organizational Structure, Innovation, Diversity and Inclusion

      4.7
      Rating, 4.7 out of 5 stars
      ·
      153 reviews

      Mixed · Course · 1 - 4 Weeks

    • J

      Johns Hopkins University

      Measuring and Maximizing Impact of COVID-19 Contact Tracing

      Skills you'll gain: Epidemiology, Infectious Diseases, Technical Communication, Exploratory Data Analysis, Public Health, Data Analysis Software, Decision Support Systems

      4.5
      Rating, 4.5 out of 5 stars
      ·
      1.3K reviews

      Advanced · Course · 1 - 4 Weeks

    • C

      Caltech

      Pricing Options with Mathematical Models

      Skills you'll gain: Derivatives, Financial Market, Risk Modeling, Mathematical Modeling, Financial Modeling, Credit Risk, Risk Management, Portfolio Management, Probability, Differential Equations, Applied Mathematics, Probability Distribution, Calculus

      4.7
      Rating, 4.7 out of 5 stars
      ·
      36 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      M

      Michigan State University

      The Search for Great Ideas: Harnessing creativity to empower innovation.

      Skills you'll gain: Design Thinking, Ideation, Innovation, Market Opportunities, Creative Thinking, Creativity, Entrepreneurship, Product Development, Resource Planning, Market Research, Customer Insights, User Research, Decision Making

      4.6
      Rating, 4.6 out of 5 stars
      ·
      300 reviews

      Mixed · Course · 1 - 4 Weeks

    • N

      National Taiwan University

      經濟學概論:誘因與市場(Introduction to Economics: Incentive and Markets)

      Skills you'll gain: Economics, Supply And Demand, Market Dynamics, Financial Market, Tax, Public Policies, Policy Analysis, Decision Making

      4.8
      Rating, 4.8 out of 5 stars
      ·
      243 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…484950…179

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

    • تحليلات البيانات من Google: Google
    • Strategic Management - Capstone Project: Copenhagen Business School
    • Fundamentals of Technology Sales: University of Maryland, College Park
    • Emotional Intelligence: Arizona State University
    • Risk in Modern Society : Universiteit Leiden
    • Exploring and Producing Data for Business Decision Making: University of Illinois Urbana-Champaign
    • Research Report: Delivering Insights: University of California, Davis
    • Liderazgo de equipos: University of Michigan
    • Measuring and Maximizing Impact of COVID-19 Contact Tracing: Johns Hopkins University
    • Pricing Options with Mathematical Models: Caltech

    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)

    Frequently Asked Questions about Decision Tree

    A decision tree describes a flowchart or algorithm that analyzes the pathway toward making a decision. The basic flow of a decision based on data starts at a single node and moves through branches into two or more directions, giving the appearance of a tree, so to speak. Each branch offers a different possible outcome, depending on the decisions made and random events that occur. A decision tree is often used in data science and data analytics, but can also be used in evaluating decision-making processes in other areas of a company, like human resources, operations, and inventory management.‎

    Decision trees are important because they serve to make visual these complex data parts into manageable pieces of information. Humans can better understand what decisions need to be made when they flow through a decision tree. An example of a decision tree in visual form might show where each level needs to have a decision made for it. As each of the answers are chosen, this visual pathway will eventually help you to come to a decision about the initial problem. This is why decision trees are important. When used in areas like machine learning, data regression, prediction analysis, and data classification, decision trees can ramp up the capacity to tackle complicated decision tasks.‎

    Typical jobs that use decision trees include data integration developer, data scientist, decision tree analysis expert, automation development manager, and similar roles that seek to organize and manage data flows. These jobs are often aligned with software programming jobs, so learning about programming can help to better understand the data analysis needed in decision tree work. Decision trees are also used in other work areas, like operations and HR, so learning decision trees may be able to help you work in these functions as well.‎

    When you take an online course to learn about decision trees, you might learn to think more analytically about the decision-making process and the steps involved in looking at different angles of a problem. You may also learn about the basic steps to visualizing a problem, and how to use sets of data to do that. Taking online courses to learn decision trees may also prepare you for eventual interest in machine learning models using top industry tools.‎

    Online Decision Tree courses offer a convenient and flexible way to enhance your knowledge or learn new Decision Tree skills. Choose from a wide range of Decision Tree courses offered by top universities and industry leaders tailored to various skill levels.‎

    When looking to enhance your workforce's skills in Decision Tree, it's crucial to select a course that aligns with their current abilities and learning objectives. Our Skills Dashboard is an invaluable tool for identifying skill gaps and choosing the most appropriate course for effective upskilling. For a comprehensive understanding of how our courses can benefit your employees, explore the enterprise solutions we offer. Discover more about our tailored programs at Coursera for Business here.‎

    This FAQ content has been made available for informational purposes only. Learners are advised to conduct additional research to ensure that courses and other credentials pursued meet their personal, professional, and financial goals.

    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
    • Teaching Center

    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