• 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


  • C

    Coursera

    Document and Share Meeting Outcomes with Ease

    Skills you'll gain: Collaborative Software, Taking Meeting Minutes, Meeting Facilitation, Project Documentation, Productivity Software, Document Management, Team Oriented, Shared Media, Workflow Management, Accountability, Team Management, Action Oriented, Decision Making

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Retail Product Management & Supply Chain

    Skills you'll gain: Inventory Management System, Inventory Management, Retail Management, Retail Store Operations, Inventory Control, Inventory Control Systems, Supply Chain Systems, Product Management, Supply Chain, Supply Management, Packaging and Labeling, Supply Chain Management, Supply Chain Planning, Product Lifecycle Management, Data-Driven Decision-Making, Sustainable Business, Operational Efficiency, Customer Success Management, Business, Coordination

    Mixed · Course · 1 - 4 Weeks

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

    Coursera

    Highlight Data with Excel Conditional Formatting

    Skills you'll gain: Microsoft Excel, Data Visualization, Dashboard Creation, Spreadsheet Software, Excel Formulas, Stakeholder Communications, Project Coordination, Project Management, Technical Communication, Operational Efficiency, Project Planning, Prioritization, Data-Driven Decision-Making, Scheduling, Decision Making, Performance Analysis, Automation

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Bond Mathematics & Investment Analysis

    Skills you'll gain: Investment Management, Financial Modeling, Investments, Securities (Finance), Financial Analysis, Mathematical Modeling, Financial Market, Mathematical Theory & Analysis, Finance, Cash Flows, Return On Investment, Calculus, Portfolio Management, Derivatives, Applied Mathematics, Integral Calculus, Business

    Mixed · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • W

    Whizlabs

    Design and Implement a Source Control Strategy

    Skills you'll gain: Application Deployment, Azure DevOps, Cloud Deployment, Continuous Deployment, Git (Version Control System), Version Control, Microsoft Azure, Release Management, IT Automation, Code Review

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Analyze and Build Dashboards Using AWS QuickSight

    Skills you'll gain: Dashboard Creation, Cloud-Native Computing, Business Intelligence Software, Amazon Web Services, Data Manipulation, Data Import/Export

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Financial Modeling with Excel NPV

    Skills you'll gain: Capital Budgeting, Cash Flows, Financial Modeling, Excel Formulas, Financial Analysis, Data-Driven Decision-Making, Project Finance, Microsoft Excel

    Intermediate · Course · 1 - 4 Weeks

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

    Coursera

    Enterprise AI Strategy and Investment

    Skills you'll gain: AI Product Strategy, Generative AI, Responsible AI, Decision Intelligence, Strategic Thinking, Business Strategy, Key Performance Indicators (KPIs), Technology Strategies, Performance Measurement, Business Metrics, Environmental Social And Corporate Governance (ESG), Business Priorities, Digital Transformation, Verbal Strategic Communication, Technical Communication, Competitive Intelligence, Corporate Sustainability, Strategic Prioritization, Competitive Analysis, Benchmarking

    Intermediate · Course · 1 - 3 Months

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

    Creo Incubator

    Navigating Internal Politics

    Skills you'll gain: Stakeholder Analysis, Stakeholder Management, Relationship Building, Stakeholder Engagement, Strategic Partnership, Stakeholder Communications, Influencing, Relationship Management, Internal Communications, Professional Networking, Conflict Management, Political Sciences, Collaboration, Organizational Effectiveness, Risk Analysis, Leadership Studies, Advocacy, Personal Integrity, Ethical Standards And Conduct

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Platform Fundamentals

    Skills you'll gain: Performance Testing, Performance Stress Testing, Information Architecture, System Configuration, Content Management Systems, Performance Tuning, Verification And Validation, Technical Documentation, Collaborative Software, Content Management, User Interface (UI), UI Components, Document Management, Usability, Version Control, Scalability, Data Management

    Intermediate · Course · 1 - 3 Months

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

    Coursera

    Analyze and Mitigate Project Resource Overloads

    Skills you'll gain: Capacity Planning, Capacity Management, Data-Driven Decision-Making, Resource Planning, Resource Allocation, Project Coordination, Resource Utilization, Project Management, Project Schedules, Resource Management, Performance Measurement, Management Reporting, Business Writing, People Management, Business Communication, Risk Mitigation, Data Visualization, Spreadsheet Software, Stakeholder Communications, Data Import/Export

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    C# Console & Windows Forms with Entity Framework

    Skills you'll gain: C# (Programming Language), Object Oriented Programming (OOP), Version Control, GitHub, User Accounts, Role-Based Access Control (RBAC), Microsoft Visual Studio, User Provisioning, Git (Version Control System), Debugging, .NET Framework, Microsoft SQL Servers, Object-Relational Mapping, Programming Principles, Full-Stack Web Development, Database Application, Identity and Access Management, Development Environment, Database Management, Database Development

    Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
1…303304305…370

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

  • Document and Share Meeting Outcomes with Ease: Coursera
  • Retail Product Management & Supply Chain: EDUCBA
  • Highlight Data with Excel Conditional Formatting: Coursera
  • Bond Mathematics & Investment Analysis: EDUCBA
  • Design and Implement a Source Control Strategy: Whizlabs
  • Analyze and Build Dashboards Using AWS QuickSight: EDUCBA
  • Financial Modeling with Excel NPV: Coursera
  • Enterprise AI Strategy and Investment: Coursera
  • Navigating Internal Politics: Creo Incubator
  • Platform Fundamentals: Coursera

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