• 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
      D

      DeepLearning.AI

      Structuring Machine Learning Projects

      Skills you'll gain: Data-Driven Decision-Making, Technical Management, Applied Machine Learning, Machine Learning, Debugging, Deep Learning, Supervised Learning, Test Data, Analysis, Algorithms, Performance Tuning, Data Quality

      4.8
      Rating, 4.8 out of 5 stars
      ·
      50K reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Alberta

      Prediction and Control with Function Approximation

      Skills you'll gain: Reinforcement Learning, Supervised Learning, Deep Learning, Machine Learning, Feature Engineering, Artificial Neural Networks, Probability Distribution, Statistical Methods

      4.8
      Rating, 4.8 out of 5 stars
      ·
      838 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Pennsylvania

      Customer Analytics

      Skills you'll gain: Customer Analysis, Marketing Analytics, Customer Insights, Business Analytics, Data-Driven Decision-Making, Analytics, Predictive Analytics, Descriptive Analytics, Consumer Behaviour, Data Analysis, Advanced Analytics, Business Analysis, Revenue Management, Descriptive Statistics, Data Collection, Predictive Modeling, Regression Analysis, Process Improvement and Optimization, Correlation Analysis

      4.6
      Rating, 4.6 out of 5 stars
      ·
      12K reviews

      Mixed · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      The Data Scientist’s Toolbox

      Skills you'll gain: Rmarkdown, Data Science, Version Control, Data Analysis, General Science and Research, Data Analysis Software, R Programming, Statistical Programming, GitHub, Software Installation

      4.6
      Rating, 4.6 out of 5 stars
      ·
      34K reviews

      Mixed · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Minnesota

      Analytics for Decision Making

      Skills you'll gain: Supply Chain, Probability Distribution, Inventory Control, Simulations, Predictive Modeling, Time Series Analysis and Forecasting, Financial Modeling, Operations Research, Regression Analysis, Operations Management, Cash Management, Predictive Analytics, Portfolio Management, Process Optimization, Process Analysis, Business Analytics, Investment Management, Probability, Analytics, Process Improvement and Optimization

      4.7
      Rating, 4.7 out of 5 stars
      ·
      265 reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      G

      Google Cloud

      Google Cloud Digital Leader Training

      Skills you'll gain: Cloud Management, Cloud Solutions, Serverless Computing, Cloud Security, Google Cloud Platform, Data Governance, Digital Transformation, Cloud Infrastructure, Distributed Denial-Of-Service (DDoS) Attacks, Cloud Computing, Site Reliability Engineering, Real Time Data, DevOps, Public Cloud, Data Management, Tensorflow, Artificial Intelligence, Hybrid Cloud Computing, Application Programming Interface (API), Cybersecurity

      4.8
      Rating, 4.8 out of 5 stars
      ·
      4.7K reviews

      Beginner · Professional Certificate · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      I

      IBM

      IBM Introduction to Machine Learning

      Skills you'll gain: Unsupervised Learning, Feature Engineering, Supervised Learning, Classification And Regression Tree (CART), Data Analysis, Data Cleansing, Exploratory Data Analysis, Regression Analysis, Dimensionality Reduction, Scikit Learn (Machine Learning Library), Machine Learning Algorithms, Data Science, Artificial Intelligence, Applied Machine Learning, Statistical Analysis, Statistical Machine Learning, Data Transformation, Predictive Modeling, Machine Learning, Statistical Modeling

      4.6
      Rating, 4.6 out of 5 stars
      ·
      3.1K reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      G

      Google

      Foundations of Data Science

      Skills you'll gain: Data Ethics, Data Analysis, Workflow Management, Analytical Skills, Data Science, Data Storytelling, Project Design, Data Literacy, Data Presentation, Data-Driven Decision-Making, Data Management, Project Management, Stakeholder Communications, Communication

      4.7
      Rating, 4.7 out of 5 stars
      ·
      3.4K reviews

      Advanced · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      A

      Amazon Web Services

      AWS Cloud Technical Essentials

      Skills you'll gain: Amazon CloudWatch, Amazon Web Services, AWS Identity and Access Management (IAM), Amazon DynamoDB, Amazon S3, Amazon Elastic Compute Cloud, Load Balancing, Cloud Computing, Cloud Storage, Serverless Computing, Scalability, User Accounts, System Monitoring, Databases, Virtual Private Networks (VPN), General Networking, Containerization

      4.8
      Rating, 4.8 out of 5 stars
      ·
      6.1K reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      G

      Google

      Introduction to Git and GitHub

      Skills you'll gain: GitHub, Version Control, Git (Version Control System), Code Review, Software Versioning, Continuous Integration, Issue Tracking, Software Engineering Tools, Software Development Tools, Command-Line Interface

      4.8
      Rating, 4.8 out of 5 stars
      ·
      7.8K reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      I

      IE Business School

      Marketing Mix Implementation

      Skills you'll gain: Product Lifecycle Management, Integrated Marketing Communications, Marketing Communications, Brand Management, Advertising, Customer experience strategy (CX), Branding, Brand Strategy, Marketing, Product Management, Strategic Decision-Making, Marketing Channel, Peer Review, Revenue Management, Retail Management, Marketing Strategies, Product Assortment, Strategic Marketing, Product Strategy, Communication

      4.7
      Rating, 4.7 out of 5 stars
      ·
      6K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Preview
      Preview
      U

      University of London

      The Manager's Toolkit: A Practical Guide to Managing People at Work

      Skills you'll gain: People Management, Conflict Management, Employee Performance Management, Performance Management, Decision Making, People Development, Leadership, Interviewing Skills, Compensation Management, Recruitment, Team Motivation, Goal Setting

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

      Mixed · Course · 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…91011…187

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

    • Structuring Machine Learning Projects: DeepLearning.AI
    • Prediction and Control with Function Approximation: University of Alberta
    • Customer Analytics: University of Pennsylvania
    • The Data Scientist’s Toolbox: Johns Hopkins University
    • Analytics for Decision Making: University of Minnesota
    • Google Cloud Digital Leader Training: Google Cloud
    • IBM Introduction to Machine Learning: IBM
    • Foundations of Data Science: Google
    • AWS Cloud Technical Essentials: Amazon Web Services
    • Introduction to Git and GitHub: Google

    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