• 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


  • L

    L&T EduTech

    Industry 4.0: PLM, Value Chain, and Smart Factory

    Skills you'll gain: Product Lifecycle Management, Manufacturing and Production, Manufacturing Processes, Product Engineering, Robotic Process Automation, Manufacturing Operations, Production Process, Industrial Engineering, Automation, Enterprise Resource Planning, Product Development, Supply Chain Management, Plant Operations and Management, Internet Of Things, Robotics, Facility Management and Maintenance, Digital Transformation, Systems Integration, Real Time Data, Data Sharing

    4.4 stars, 29 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.4 (29) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Basics of Healthcare Data Analytics: Boost Patient Outcomes

    Skills you'll gain: Data Integrity, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Dashboard, Data Storytelling, Health Information Management, Data Cleansing, Health Informatics, Data Governance, Clinical Data Management, Data Mapping, Patient Safety, Data Visualization, Database Design, Health Care Procedure and Regulation, Data Security, Data Analysis, Data Validation, Data Transformation, Excel Formulas, Data Literacy

    3.5 stars, 8 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 3.5 (8) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • 2

    28DIGITAL

    Impact from Digital Transformation: Full course

    Skills you'll gain: Digital Transformation, Business Transformation, Corporate Strategy, Business Strategy, Organizational Change, Technology Strategies, Change Management, Strategic Thinking, Case Studies, Predictive Modeling, Emerging Technologies, Strategic Decision-Making, Goal Setting

    4.6 stars, 70 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.6 (70) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • P

    Pontificia Universidad Católica de Chile

    Conocimiento:Una herramienta para la ingeniería y la gestión

    Skills you'll gain: Decision Making, Knowledge Transfer, Communication Strategies, Communication, Mediation, Process Modeling, Analysis, Engineering Management, Culture, Intercultural Competence

    Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • I

    Illinois Tech

    Fundamentals of Web Development

    Skills you'll gain: Javascript and jQuery, jQuery, Responsive Web Design, Web Development, Version Control, Web Design, Cascading Style Sheets (CSS), Web Design and Development, Hypertext Markup Language (HTML), HTML and CSS, Web Frameworks, GitHub, Web Applications, Javascript, Web Development Tools, Git (Version Control System), Infrastructure Architecture, Network Architecture, Network Infrastructure, Application Frameworks

    4.6 stars, 19 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.6 (19) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
    Category: Build toward a degree
    Build toward a degree
  • J

    Johns Hopkins University

    Business Analytics with Excel: Intermediate to Advanced

    Skills you'll gain: Operations Research, Network Model, Excel Macros, Decision Making, Strategic Decision-Making, Microsoft Excel, Transportation, Supply Chain, and Logistics, Transportation Operations, Excel Formulas, Model Optimization, Business Modeling, Business Analytics, Financial Modeling, Portfolio Management

    Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • N

    Northeastern University

    Navigating Ethics in the Healthcare Workplace & Marketplace

    Skills you'll gain: Healthcare Ethics, Clinical Research Ethics, Electronic Medical Record, Medical Privacy, Business Ethics, Informed Consent, Healthcare Industry Knowledge, Hospice, Medical Records, Ethical Standards And Conduct, Health Information Management, Health Care, Clinical Trials, Governance, Institutional Review Board (IRB), Marketing Management, Law, Regulation, and Compliance, Decision Making, Analysis, Critical Thinking

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    CTO Excellence: Driving Engineering Excellence

    Skills you'll gain: Technical Management, Business Transformation, Organizational Effectiveness, Organizational Strategy, Leadership Development, Culture Transformation, Team Performance Management, Organizational Leadership, Process Optimization, Software Development Methodologies, Decision Making

    Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • É

    École Polytechnique

    Digital business - Act on the digital world

    Skills you'll gain: Digital Transformation, Business Transformation, Marketing Management, General Sales Practices, Business Management, Innovation, Data Strategy, Customer Acquisition Management, Data Management, Marketing Strategies, Growth Strategies, Data-Driven Decision-Making, Scalability, Presentations

    4.6 stars, 30 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.6 (30) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • F

    Fundação Instituto de Administração

    Ciência de Dados para Finanças

    Skills you'll gain: Big Data, Data Mining, Data-Driven Decision-Making, Data Strategy, FinTech, Data Engineering, Deep Learning, Machine Learning Methods, Predictive Analytics, Analytics, Applied Machine Learning, Data Science, Data Processing, Predictive Modeling, Machine Learning, Digital Transformation, Financial Market, Machine Learning Algorithms, Data Literacy, Business Transformation

    4.3 stars, 94 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.3 (94) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • I

    Imperial College London

    Health Systems Development: A Focus on Health Service Delivery and Human Resources for Health

    Skills you'll gain: Health Systems, Health Policy, Health Assessment, Public Health and Disease Prevention, Public Health, Health Care, Health Disparities, Health Promotion, Social Determinants Of Health

    4.7 stars, 86 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • A

    American Psychological Association

    Psychology of Group Behaviors

    Skills you'll gain: Behavior Management, Social Studies, Psychology, Sociology, Social Sciences, Decision Intelligence

    4.8 stars, 22 reviews, Beginner, Course, 1 - 3 Months

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

    Status: Free trial
    Free trial
1…133134135…372

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

  • Industry 4.0: PLM, Value Chain, and Smart Factory: L&T EduTech
  • Basics of Healthcare Data Analytics: Boost Patient Outcomes: Coursera
  • Impact from Digital Transformation: Full course: 28DIGITAL
  • Conocimiento:Una herramienta para la ingeniería y la gestión: Pontificia Universidad Católica de Chile
  • Fundamentals of Web Development: Illinois Tech
  • Business Analytics with Excel: Intermediate to Advanced: Johns Hopkins University
  • Navigating Ethics in the Healthcare Workplace & Marketplace: Northeastern University
  • CTO Excellence: Driving Engineering Excellence: Coursera
  • Digital business - Act on the digital world: École Polytechnique
  • Ciência de Dados para Finanças: Fundação Instituto de Administração

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