• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Degrees
​
Log In
Join for Free
  • Browse
  • Decision Tree

Decision Tree Courses

Decision tree courses can help you learn how to create, interpret, and optimize decision trees for data analysis, classification, and regression tasks. You can build skills in feature selection, model evaluation, and understanding overfitting versus underfitting. Many courses introduce tools like Python's scikit-learn, R's rpart, and various visualization software, that support implementing decision trees and analyzing their performance in real-world datasets.

Popular Decision Tree Courses and Certifications


  • U

    University of California, Davis

    Introduction to Process Safety and Risk Analysis

    Skills you'll gain: Hazard Analysis, Chemical Engineering, Process Engineering, Safety Assurance, Risk Analysis, Risk Modeling, Risk Management, Engineering Practices, Accident Prevention, Failure Analysis, Risk Control, Process Analysis, Environment Health And Safety, Probability, Reliability

    4.8 stars, 238 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.8 (238) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Brand Management: Strategies for a Strong Brand

    Skills you'll gain: Brand Management, Brand Strategy, Branding, Marketing Analytics, Data-Driven Decision-Making, Sustainable Business, Governance, Stakeholder Engagement, Storytelling, Growth Strategies, Innovation, Communication

    4.7 stars, 193 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (193) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Data Mining Methods

    Skills you'll gain: Data Mining, Anomaly Detection, Unsupervised Learning, Machine Learning Methods, Supervised Learning, Classification Algorithms, Decision Tree Learning, Data Science, Machine Learning Algorithms, Data Analysis, Machine Learning, Correlation Analysis, Bayesian Network, Algorithms, Artificial Neural Networks, Model Evaluation

    4.3 stars, 76 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.3 (76) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • D

    Duke University

    Python and Pandas for Data Engineering

    Skills you'll gain: Pandas (Python Package), Version Control, Git (Version Control System), Data Manipulation, Software Development Tools, Development Environment, Data Structures, Python Programming, Microsoft Development Tools, Data Analysis Software, Package and Software Management, Virtual Environment

    4.6 stars, 278 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.6 (278) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Illinois Urbana-Champaign

    U.S. and International Taxation for Business

    Skills you'll gain: Corporate Finance, Export Control, Regulatory Compliance, Organizational Strategy, Property and Real Estate, Strategic Decision-Making, Business Analysis, Policy Analysis, Research, and Development, Case Law, Case Studies, Analysis, Consolidation

    4.7 stars, 415 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.7 (415) · Intermediate · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • A

    Alex Genadinik

    Modern Leadership With Emotional Intelligence Specialization - 2026

    Skills you'll gain: Decision Making, Team Motivation, Active Listening, Leadership, Empathy, Strategic Decision-Making, Leadership Development, Decisiveness, Non-Verbal Communication, Drive Engagement, Leadership and Management, Business Leadership, Intercultural Competence, Leadership Studies, Empathy & Emotional Intelligence, Organizational Leadership, Strategic Leadership, Team Leadership, Data-Driven Decision-Making, Emotional Intelligence

    4.2 stars, 9 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.2 (9) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • I

    Illinois Tech

    Strategy & Economic Analysis

    Skills you'll gain: Market Dynamics, Supply And Demand, Game Theory, Business Strategy, Product Lifecycle Management, Competitive Analysis, Strategic Thinking, Business Economics, Business Strategies, Product Strategy, Innovation, Economics, Market Trend, Strategic Decision-Making, Strategic Planning, Global Marketing, Market Analysis, Revenue Management, Adaptability, Team Leadership

    4.6 stars, 232 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.6 (232) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • I

    IE Business School

    Critical Perspectives on Management

    Skills you'll gain: Innovation, Employee Performance Management, Performance Appraisal, Performance Management, Leadership and Management, Governance, Case Studies, Organizational Effectiveness, Corporate Strategy, Decision Making, Behavioral Economics, Ancient History, Organizational Structure, Business Strategy, Business Economics, Social Studies, Economics, Market Dynamics, Storytelling

    4.8 stars, 314 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.8 (314) · Beginner · Course · 1 - 3 Months

  • U

    University of Michigan

    Introduction to Time Value of Money (TVM)

    Skills you'll gain: Loans, Finance, Excel Formulas, General Lending, Microsoft Excel, General Finance, Financial Management, Financial Analysis, Financial Planning, Business Mathematics, Spreadsheet Software, Cash Flows, Investments, Timelines, Applied Mathematics

    4.8 stars, 971 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (971) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • É

    École Polytechnique Fédérale de Lausanne

    Economie du sol et de l'immobilier I

    Skills you'll gain: Real Estate, Property and Real Estate, Real Estate Sales, Real Estate Transactions, Return On Investment, Capital Budgeting, Market Dynamics, Financial Analysis, Financial Market, Economics, Investments, Finance, Supply And Demand, Depreciation, Cost Benefit Analysis, Lease Contracts, Competitive Analysis, Decision Making

    4.8 stars, 265 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.8 (265) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • W

    Wesleyan University

    Career Decisions: From Insight to Impact

    Skills you'll gain: Decision Making, Professional Development, Self-Awareness, Social Impact, Personal Development, Human Centered Design, Strategic Thinking, Human Development, Psychology, Relationship Building, Social Sciences, Culture, Cultural Diversity, Overcoming Obstacles, Dealing With Ambiguity, Adaptability

    4.7 stars, 380 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (380) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • C

    Coursera

    Finding, Sorting, & Filtering Data in Microsoft Excel

    Skills you'll gain: Microsoft Excel, Spreadsheet Software, Data-Driven Decision-Making, Strategic Decision-Making, Microsoft Office

    4.7 stars, 522 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.7 (522) · Intermediate · Guided Project · Less Than 2 Hours

    Category: Free
    Free
1…848586…368

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

  • Introduction to Process Safety and Risk Analysis: University of California, Davis
  • Brand Management: Strategies for a Strong Brand: Coursera
  • Data Mining Methods: University of Colorado Boulder
  • Python and Pandas for Data Engineering: Duke University
  • U.S. and International Taxation for Business: University of Illinois Urbana-Champaign
  • Modern Leadership With Emotional Intelligence Specialization - 2026: Alex Genadinik
  • Strategy & Economic Analysis: Illinois Tech
  • Critical Perspectives on Management: IE Business School
  • Introduction to Time Value of Money (TVM): University of Michigan
  • Economie du sol et de l'immobilier I: École Polytechnique Fédérale de Lausanne

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

Skills

  • Accounting
  • Artificial Intelligence (AI)
  • Cybersecurity
  • Data Analytics
  • Digital Marketing
  • Human Resources (HR)
  • Microsoft Excel
  • Project Management
  • Python
  • SQL

Professional Certificates

  • Google AI Certificate
  • Google Cybersecurity Certificate
  • Google Data Analytics Certificate
  • Google IT Support Certificate
  • Google Project Management Certificate
  • Google UX Design Certificate
  • IBM AI Engineering Certificate
  • IBM AI Product Manager Certificate
  • IBM Data Science Certificate
  • Intuit Academy Bookkeeping Certificate

Courses & Specializations

  • AI Essentials Specialization
  • AI For Business Specialization
  • AI For Everyone Course
  • AI in Healthcare Specialization
  • Deep Learning Specialization
  • Excel Skills for Business Specialization
  • Financial Markets Course
  • Machine Learning Specialization
  • Prompt Engineering for ChatGPT Course
  • Python for Everybody Specialization

Career Resources

  • Career Aptitude Test
  • CAPM Certification Requirements
  • CompTIA A+ Certification Requirements
  • CompTIA Security+ Certification Requirements
  • Essential IT Certifications
  • High-Income Skills to Learn
  • How to Learn Artificial Intelligence
  • PMP Certification Requirements
  • Popular Cybersecurity Certifications
  • 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
  • Udemy

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
© 2026 Coursera Inc. All rights reserved.
  • Coursera Facebook
  • Coursera Linkedin
  • Coursera Twitter
  • Coursera YouTube
  • Coursera Instagram
  • Coursera TikTok