• 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

      Duke University

      Explainable AI (XAI)

      Skills you'll gain: Large Language Modeling, Data Ethics, Decision Tree Learning, Regression Analysis, Generative AI, Artificial Intelligence, Predictive Modeling, Applied Machine Learning, Statistical Modeling, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Python Programming, Exploratory Data Analysis, Natural Language Processing, Image Analysis, Machine Learning Methods, Scatter Plots, Deep Learning, Visualization (Computer Graphics), Predictive Analytics

      4.7
      Rating, 4.7 out of 5 stars
      ·
      39 reviews

      Intermediate · Specialization · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      I

      IE Business School

      Investigación de mercados y comportamiento del consumidor

      Skills you'll gain: Consumer Behaviour, Survey Creation, Market Research, Data Analysis, Marketing, Data Collection, Marketing Psychology, Marketing Strategies, Research Design, Market Data, Target Market, Experimentation, Decision Making, B2B Sales

      4.5
      Rating, 4.5 out of 5 stars
      ·
      728 reviews

      Beginner · Course · 1 - 4 Weeks

    • U

      University of Lausanne

      Accounting 2

      Skills you'll gain: Mergers & Acquisitions, Equities, Tax, Accounting, Accounts Receivable, Securities (Finance), Financial Market, Inventory Accounting, Asset Management, Financial Accounting, Depreciation, Corporate Finance, Profit and Loss (P&L) Management, Balance Sheet, Financial Statements, Financial Reporting, Revenue Recognition, Cash Flows

      4.8
      Rating, 4.8 out of 5 stars
      ·
      59 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      T

      Technical University of Munich (TUM)

      Cost Accounting: Decision Making

      Skills you'll gain: Cost Accounting, Management Accounting, Operating Cost, Cost Management, Strategic Decision-Making, Profit and Loss (P&L) Management, Product Assortment, Price Negotiation, Capacity Management, Decision Making, Forecasting, Analysis

      4.8
      Rating, 4.8 out of 5 stars
      ·
      82 reviews

      Intermediate · Course · 1 - 4 Weeks

    • P

      Packt

      Machine Learning: Random Forest with Python from Scratch©

      Skills you'll gain: Matplotlib, Applied Machine Learning, Random Forest Algorithm, Predictive Modeling, Predictive Analytics, Machine Learning Algorithms, Data Visualization, Machine Learning, Programming Principles, Data Manipulation, Feature Engineering, Data Cleansing, Supervised Learning, Python Programming, Data Science, Data Processing, NumPy, Pandas (Python Package)

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Illinois Urbana-Champaign

      Central Banks and Monetary Policy

      Skills you'll gain: Financial Policy, Economics, Financial Market, Financial Data, Banking, International Finance, Financial Regulation, Market Liquidity, Market Dynamics, Crisis Management

      Build toward a degree

      4.6
      Rating, 4.6 out of 5 stars
      ·
      82 reviews

      Intermediate · Course · 1 - 3 Months

    • T

      Talend

      Talend Data Integration Certification Preparation training

      Skills you'll gain: Metadata Management, Data Manipulation, Data Integration, Extract, Transform, Load, Database Management Systems, Data Transformation, Data Access, Data Migration, Data Warehousing, Data Pipelines, Data Validation, Version Control

      4.6
      Rating, 4.6 out of 5 stars
      ·
      67 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      Universidad de Palermo

      Economía y Finanzas de Empresas

      Skills you'll gain: Business Economics, Market Dynamics, Economics, Economic Development, Business, Market Analysis, Public Policies, International Finance, Consumer Behaviour, Policy Analysis, Supply And Demand, Decision Making

      4.7
      Rating, 4.7 out of 5 stars
      ·
      278 reviews

      Beginner · Course · 1 - 4 Weeks

    • U

      University of Rochester

      The Power of Markets I: The Basics of Supply and Demand and Consumer Behavior

      Skills you'll gain: Supply And Demand, Market Dynamics, Economics, Consumer Behaviour, Resource Allocation, Cost Benefit Analysis, Market Analysis, Policy Analysis, Decision Making, Budgeting

      4.6
      Rating, 4.6 out of 5 stars
      ·
      268 reviews

      Beginner · Course · 1 - 4 Weeks

    • U

      University of Rochester

      Technology Commercialization, Part 1: Setting up your Idea Filtering System

      Skills you'll gain: Innovation, Business Priorities, Commercialization, Prioritization, New Product Development, Entrepreneurship, New Business Development, Market Opportunities, Decision Making

      4.2
      Rating, 4.2 out of 5 stars
      ·
      50 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      M

      Meta

      Introduction to Data Management

      Skills you'll gain: Data Management, Data Collection, Data Governance, Data Analysis, Information Privacy, Data Quality, Data Storage, Data Security, Data-Driven Decision-Making, Data Architecture, Data Visualization Software, Big Data, Machine Learning

      4.8
      Rating, 4.8 out of 5 stars
      ·
      96 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Free Trial
      Free Trial
      S

      SAP

      Foundations of Business Analysis

      Skills you'll gain: Stakeholder Management, Business Analysis, Stakeholder Engagement, Business Systems Analysis, Stakeholder Communications, SAP Applications, Systems Analysis, Business Process Modeling, Business Requirements, ChatGPT, Requirements Analysis, Organizational Strategy, Solution Design, Business Strategy, Agile Methodology, Waterfall Methodology, Communication, Critical Thinking

      4.3
      Rating, 4.3 out of 5 stars
      ·
      18 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…596061…184

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

    • Explainable AI (XAI): Duke University
    • Investigación de mercados y comportamiento del consumidor: IE Business School
    • Accounting 2: University of Lausanne
    • Cost Accounting: Decision Making: Technical University of Munich (TUM)
    • Machine Learning: Random Forest with Python from Scratch©: Packt
    • Central Banks and Monetary Policy: University of Illinois Urbana-Champaign
    • Talend Data Integration Certification Preparation training: Talend
    • Economía y Finanzas de Empresas: Universidad de Palermo
    • The Power of Markets I: The Basics of Supply and Demand and Consumer Behavior : University of Rochester
    • Technology Commercialization, Part 1: Setting up your Idea Filtering System: University of Rochester

    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