• 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

      Universidad de los Andes

      Recuperación de proyectos en crisis

      Skills you'll gain: Project Risk Management, Crisis Management, Project Controls, Earned Value Management, Problem Management, Project Documentation, Project Performance, Project Management, Project Coordination, Project Planning, Process Improvement, Stakeholder Management, Decision Making

      4.9
      Rating, 4.9 out of 5 stars
      Ā·
      63 reviews

      Intermediate Ā· Course Ā· 1 - 3 Months

    • O

      Oracle

      Oracle Java Foundations

      Skills you'll gain: Java, Object Oriented Programming (OOP), Oracle Cloud, Computer Programming, Cloud Development, Integrated Development Environments, Development Environment

      4.8
      Rating, 4.8 out of 5 stars
      Ā·
      16 reviews

      Beginner Ā· Course Ā· 1 - 4 Weeks

    • Status: New
      New
      Status: Free Trial
      Free Trial
      A

      American Psychological Association

      Psychology in Everyday Life

      Skills you'll gain: Behavioral Economics, Public Policies, Compassion, Sociology, Psychology, Cultural Diversity, Mental Health, Resilience, Human Development, Behavioral Health, Social Sciences, Industrial and Organizational Psychology, Empathy, Interpersonal Communications, Diversity Awareness, Relationship Building, Persuasive Communication, Goal Setting, Research, Biology

      4.5
      Rating, 4.5 out of 5 stars
      Ā·
      6 reviews

      Beginner Ā· Specialization Ā· 3 - 6 Months

    • F

      Fred Hutchinson Cancer Center

      Determining AI Needs

      Skills you'll gain: AI Personalization, Artificial Intelligence, Goal Setting, Project Scoping, Artificial Intelligence and Machine Learning (AI/ML), Decision Making, Usability, Feasibility Studies, Usability Testing, Needs Assessment, Technology Solutions, Project Planning, Strategic Decision-Making, Data Quality, Resource Management, Data Security

      4.1
      Rating, 4.1 out of 5 stars
      Ā·
      29 reviews

      Intermediate Ā· Course Ā· 1 - 4 Weeks

    • C

      Coursera Instructor Network

      Introduction to Generative AI in Human Resources

      Skills you'll gain: HR Tech, Human Resources, Data Ethics, Generative AI, Recruitment, Talent Recruitment, Employee Engagement, Human Resource Strategy, AI Personalization, Employee Performance Management, Automation, Business Ethics, Diversity and Inclusion, Data-Driven Decision-Making

      4.5
      Rating, 4.5 out of 5 stars
      Ā·
      18 reviews

      Beginner Ā· Course Ā· 1 - 3 Months

    • C

      Coursera Project Network

      Cervical Cancer Risk Prediction Using Machine Learning

      Skills you'll gain: Exploratory Data Analysis, Data Analysis, Statistical Analysis, Classification And Regression Tree (CART), Scikit Learn (Machine Learning Library), Predictive Modeling, Matplotlib, Data Import/Export, Pandas (Python Package), Applied Machine Learning, Data Visualization Software, NumPy, Data Manipulation, Machine Learning

      4.7
      Rating, 4.7 out of 5 stars
      Ā·
      38 reviews

      Beginner Ā· Guided Project Ā· Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      I

      Imperial College London

      Health Systems Development: Introduction to Health Systems

      Skills you'll gain: Health Systems, Health Equity, Health Care, Health Assessment, Health Policy, Health Disparities, Health Administration, Healthcare Industry Knowledge, Public Health, Public Health and Disease Prevention

      4.7
      Rating, 4.7 out of 5 stars
      Ā·
      186 reviews

      Beginner Ā· Course Ā· 1 - 4 Weeks

    • Status: New
      New
      G

      Genentech

      Data Science with Real World Data in Pharma

      Skills you'll gain: Pharmaceuticals, Clinical Research, Clinical Trials, Statistical Analysis, Real Time Data, Data Analysis, Statistical Methods, Biostatistics, Data Science, Epidemiology, Health Informatics, Healthcare Industry Knowledge, Data Quality

      4.8
      Rating, 4.8 out of 5 stars
      Ā·
      6 reviews

      Intermediate Ā· Course Ā· 1 - 3 Months

    • Status: Free Trial
      Free Trial
      L

      LearnQuest

      Security for Blockchain and DApps

      Skills you'll gain: Blockchain, Key Management, Threat Modeling, Application Security, Computer Security, Security Controls, Cryptography, Security Testing, Cybersecurity, Security Requirements Analysis, Data Security, Information Systems Security, Network Security, Security Engineering, Vulnerability Assessments, Encryption, Secure Coding, Cryptographic Protocols, Cyber Security Assessment, Distributed Denial-Of-Service (DDoS) Attacks

      4.6
      Rating, 4.6 out of 5 stars
      Ā·
      18 reviews

      Intermediate Ā· Specialization Ā· 3 - 6 Months

    • Status: Free Trial
      Free Trial
      S

      SAS

      Machine Learning Under the Hood: The Technical Tips, Tricks, and Pitfalls

      Skills you'll gain: Predictive Modeling, Machine Learning, Data Ethics, Predictive Analytics, Statistical Modeling, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Algorithms, Decision Tree Learning, Business Metrics, Data Analysis, Performance Measurement, Regression Analysis, Ethical Standards And Conduct, Deep Learning, Artificial Neural Networks

      4.9
      Rating, 4.9 out of 5 stars
      Ā·
      64 reviews

      Beginner Ā· Course Ā· 1 - 4 Weeks

    • C

      Coursera Project Network

      TensorFlow Prediction: Identify Penguin Species

      Skills you'll gain: Data Processing, Tensorflow, Applied Machine Learning, Feature Engineering, Data Cleansing, Classification And Regression Tree (CART), Data Manipulation, Machine Learning, Predictive Modeling, Random Forest Algorithm, Pandas (Python Package), Data Analysis, Exploratory Data Analysis

      Intermediate Ā· Guided Project Ā· Less Than 2 Hours

    • U

      University of Houston

      Math behind Moneyball

      Skills you'll gain: Probability & Statistics, Statistical Methods, Statistics, Microsoft Excel, Predictive Analytics, Game Theory, Spreadsheet Software, Predictive Modeling, Excel Formulas, Pivot Tables And Charts, Regression Analysis, Statistical Analysis, Advanced Analytics, Data-Driven Decision-Making, Data Analysis, Analytics, Data Analysis Software, Business Mathematics, Simulations, Forecasting

      4.5
      Rating, 4.5 out of 5 stars
      Ā·
      97 reviews

      Beginner Ā· Course Ā· 1 - 3 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…939495…179

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

    • Recuperación de proyectos en crisis:Ā Universidad de los Andes
    • Oracle Java Foundations:Ā Oracle
    • Psychology in Everyday Life:Ā American Psychological Association
    • Determining AI Needs:Ā Fred Hutchinson Cancer Center
    • Introduction to Generative AI in Human Resources:Ā Coursera Instructor Network
    • Cervical Cancer Risk Prediction Using Machine Learning:Ā Coursera Project Network
    • Health Systems Development: Introduction to Health Systems:Ā Imperial College London
    • Data Science with Real World Data in Pharma:Ā Genentech
    • Security for Blockchain and DApps:Ā LearnQuest
    • Machine Learning Under the Hood: The Technical Tips, Tricks, and Pitfalls:Ā SAS

    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
    • MasterTrackĀ® 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
    Ā© 2025 Coursera Inc. All rights reserved.
    • Coursera Facebook
    • Coursera Linkedin
    • Coursera Twitter
    • Coursera YouTube
    • Coursera Instagram
    • Coursera TikTok