• 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


  • A

    Arizona State University

    Professional Skills: Feedback and Coaching

    Skills you'll gain: Constructive Feedback, Growth Mindedness, Rapport Building, Accountability Frameworks, Proactivity, Relationship Building, Discussion Facilitation, Recognizing Others, Lifelong Learning, Open Mindset, Motivational Skills, Team Collaboration, Empathy, Professionalism, Decision Making, Team Building, Diversity and Inclusion, Mentorship, Employee Coaching, Emotional Intelligence

    4.6 stars, 16 reviews, Beginner, Specialization, 3 - 6 Months

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

    Category: New
    New
    Status: Free trial
    Free trial
  • L

    LearnQuest

    AI Agents: Complete Beginner's Guide

    Skills you'll gain: Responsible AI, Generative AI Agents, Workflow Management, Model Evaluation, Decision Intelligence, AI Orchestration, Process Analysis, Technical Communication, Quality Assurance, Process Mapping, Quality Assessment, Artificial Intelligence, Scalability, Process Design, Acceptance Testing, Maintainability, Prompt Engineering, Generative AI, Governance, Business Process Management

    Beginner · Specialization · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • C

    Coursera

    Create Compelling Business Cases

    Skills you'll gain: Risk Mitigation, Risk Management, Risk Analysis, Business Ethics, Financial Analysis, Data Storytelling, Storytelling, Return On Investment, Business Analysis, Ethical Standards And Conduct, Business Writing, Proposal Writing, Decision Making, Cost Benefit Analysis, Stakeholder Analysis

    4 stars, 12 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4 (12) · 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
  • J

    Johns Hopkins University

    Introduction to DevSecOps

    Skills you'll gain: DevOps, DevSecOps, Process Optimization, Devops Tools, CI/CD, GitHub, Continuous Deployment, Continuous Integration, Software Development Tools, Continuous Delivery, Version Control, Git (Version Control System), Web Development Tools, Software Development, IT Automation, Digital Transformation, Cross-Functional Team Leadership, Business Transformation, Cross-Functional Collaboration, Culture Transformation

    3.9 stars, 22 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 3.9 (22) · Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • U

    University of Pennsylvania

    Culture-Driven Team Building Capstone

    Skills you'll gain: Presentations, Case Studies, Culture, Team Management, Executive Recruitment, Organizational Effectiveness, Team Performance Management, Team Building, Analysis, Strategic Decision-Making, Business Consulting, Strategic Thinking, Management Consulting, Consulting, Organizational Strategy, Culture Transformation, Microsoft PowerPoint, Data-Driven Decision-Making, Organizational Structure, Root Cause Analysis

    4.6 stars, 45 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Regression and Classification

    Skills you'll gain: Statistical Modeling, Statistical Machine Learning, Data Science, Statistical Methods, Classification And Regression Tree (CART), Statistical Analysis, Model Evaluation, Regression Analysis, Predictive Modeling, R Programming, Statistical Inference, Logistic Regression, Model Training, Machine Learning, Classification Algorithms, Supervised Learning, Unsupervised Learning, Machine Learning Algorithms

    4.1 stars, 18 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.1 (18) · Intermediate · Course · 1 - 3 Months

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

    University of California, Santa Barbara

    CPA Licensure Prep: The Regulatory Framework of Business

    Skills you'll gain: Legal Risk, Governance, Commercial Laws, Contract Review, Vendor Contracts, Organizational Structure, Business Risk Management, Risk Management, Contract Compliance, Contract Management, Tax, Civil Law, Business Management, Corporate Tax, Law, Regulation, and Compliance, Legal Proceedings, Personal Injury Law, Corporate Finance, Governance Risk Management and Compliance, Equities

    4.7 stars, 6 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.7 (6) · Beginner · Specialization · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • D

    Duke University

    Risk Management and Financial Theory

    Skills you'll gain: Risk Management, Business Risk Management, Credit Risk, Risk Mitigation, Stakeholder Communications, Operational Risk, Proposal Development, Risk Analysis, Finance, Stakeholder Management, Stakeholder Engagement, Business Strategies, Financial Analysis, Organizational Strategy, Strategic Thinking, Strategic Decision-Making, Cost Benefit Analysis

    4.7 stars, 53 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • U

    University of Glasgow

    Deep Learning in Electronic Health Records

    Skills you'll gain: Deep Learning, Data Preprocessing, Autoencoders, Machine Learning Methods, Artificial Neural Networks, Convolutional Neural Networks, Recurrent Neural Networks (RNNs), Medical Records, Model Optimization, Health Informatics, Electocardiography, Electronic Medical Record, Predictive Modeling, Embeddings, Applied Machine Learning, Data Cleansing, Time Series Analysis and Forecasting, Dimensionality Reduction, Model Evaluation

    4 stars, 8 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4 (8) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • L

    L&T EduTech

    Industrial and Process Safety Engineering

    Skills you'll gain: Accident Prevention

    Intermediate · Specialization · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • S

    Saïd Business School, University of Oxford

    Open Data and Intelligent Finance

    Skills you'll gain: Risking, Financial Inclusion, Responsible AI, Data Ethics, Data Governance, FinTech, Financial Data, AI Personalization, Law, Regulation, and Compliance, Data Sharing, Financial Regulation, Financial Services, Decision Intelligence, Data Strategy, Financial Systems, Data Literacy, Finance, Business Ethics, Product Design, Application Programming Interface (API)

    4.8 stars, 37 reviews, Beginner, Course, 1 - 3 Months

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

    Status: Free trial
    Free trial
1…145146147…373

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

  • Professional Skills: Feedback and Coaching: Arizona State University
  • AI Agents: Complete Beginner's Guide: LearnQuest
  • Create Compelling Business Cases: Coursera
  • Basics of Healthcare Data Analytics: Boost Patient Outcomes: Coursera
  • Introduction to DevSecOps: Johns Hopkins University
  • Culture-Driven Team Building Capstone: University of Pennsylvania
  • Regression and Classification: University of Colorado Boulder
  • CPA Licensure Prep: The Regulatory Framework of Business: University of California, Santa Barbara
  • Risk Management and Financial Theory: Duke University
  • Deep Learning in Electronic Health Records: University of Glasgow

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