• 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


  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Track Brand Awareness

    Skills you'll gain: Brand Awareness, Looker (Software), Data Storytelling, Brand Strategy, Data Integration, Brand Management, Trend Analysis, Data-Driven Marketing, Press Releases, Competitive Intelligence, Dashboard Creation, Promotional Strategies, Case Studies, Competitive Analysis, Performance Analysis, Marketing Strategies, Market Intelligence, Gap Analysis, Market Opportunities, Data-Driven Decision-Making

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    P

    Packt

    Essential Guide to Multiplayer Games with Godot 4.0

    Skills you'll gain: Network Performance Management, Network Troubleshooting, Performance Tuning, JSON, Video Game Development, Game Design, Network Protocols, Debugging, Secure Coding, Servers, Computer Networking, Server Side, API Design, Animation and Game Design, Authentications, General Networking, Program Development, Communication Systems, Real Time Data

    Intermediate · Course · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Analyze Marketing Data: Drive Campaign Success

    Skills you'll gain: Data-Driven Marketing, Spreadsheet Software, Marketing Analytics, Pivot Tables And Charts, Trend Analysis, Marketing Budgets, Marketing Strategies, Microsoft Excel, Google Sheets, Business Reporting, Data-Driven Decision-Making, Performance Reporting, Excel Formulas, Time Series Analysis and Forecasting, Strategic Marketing, Descriptive Analytics, Performance Metric, Business Metrics, Performance Measurement, Strategic Decision-Making

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Strategize Your Data Engineering Evolution

    Skills you'll gain: Data Strategy, Infrastructure Architecture, Financial Data, Business Modeling, Data-Driven Decision-Making, Database Architecture and Administration, Return On Investment, SQL, Data Transformation, Business Planning, Data Pipelines, Strategic Prioritization, Database Design, Financial Analysis, Business Continuity, Cost Benefit Analysis, Performance Metric

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Pearson

    CompTIA Cloud CV0-003: Unit 7

    Skills you'll gain: CI/CD, Disaster Recovery, Infrastructure as Code (IaC), Business Continuity, Continuous Deployment, Cloud Deployment, Business Continuity Planning, Cloud Management, Cloud Computing, IT Automation, Continuous Integration, Version Control, Cloud Infrastructure, Automation, Application Deployment, IT Infrastructure, Software Versioning, Configuration Management, Project Documentation, Service Recovery

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    P

    Packt

    Hashicorp Terraform – Introduction to Infrastructure as Code

    Skills you'll gain: Terraform, Infrastructure as Code (IaC), Cloud Infrastructure, Code Reusability, IT Automation, Command-Line Interface, Multi-Cloud, Configuration Management, Development Environment, Software Installation, Maintainability, Version Control, Authentications, Scalability

    Beginner · Course · 3 - 6 Months

  • P

    Packt

    Salesforce DevOps for Architects

    Skills you'll gain: Salesforce, Salesforce Development, Version Control, Git (Version Control System), Culture Transformation, CI/CD, GitHub, Devops Tools, DevOps, Continuous Integration, Development Testing, Software Development Tools, Test Automation, Continuous Delivery, Application Deployment, Workflow Management, Release Management, Package and Software Management, Automation

    Intermediate · Course · 3 - 6 Months

  • Status: Preview
    Preview
    S

    STARWEAVER

    Strategic Cyber Effects Management

    Skills you'll gain: Cyber Security Strategy, MITRE ATT&CK Framework, Cyber Operations, Cybersecurity, Incident Response, Cyber Risk, Cyber Security Assessment, Cyber Attacks, Strategic Thinking, Risk Analysis, Strategic Decision-Making, Plan Execution, Key Performance Indicators (KPIs), Performance Measurement, Business Metrics, Strategic Marketing, Campaign Management, Resilience, Campaign Planning, Coordination

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Introduction to Website Development Technologies

    Skills you'll gain: Hypertext Markup Language (HTML), Bootstrap (Front-End Framework), Web Design and Development, Development Environment, HTML and CSS, Responsive Web Design, Version Control, Cascading Style Sheets (CSS), Web Design, Front-End Web Development, Git (Version Control System), Application Deployment, Software Development Tools, Integrated Development Environments, Web Development Tools, Cloud Hosting

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    A

    AI CERTs

    Bitcoin Integration & Future Trends

    Skills you'll gain: Governance, Governance Risk Management and Compliance, Financial Regulations, Financial Regulation, Business Leadership, Business Transformation, Vendor Management, Business Planning, Regulatory Requirements, Business Strategy, Vendor Relationship Management, Business Modeling, Feasibility Studies, Technology Strategies, Technology Roadmaps, Supplier Management, Merchant Services, Key Management, Payment Processing, Cryptography

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    Apply and Analyze Data Using SAS PROC SQL

    Skills you'll gain: SQL, SAS (Software), Metadata Management, Data Integrity, Data Maintenance, Query Languages, Relational Databases, Data Manipulation, Data Analysis Software, Database Management, Data Transformation, Data-Driven Decision-Making, Performance Tuning, Data Governance, Debugging, Data Wrangling, Data Analysis, Data Processing, Computational Logic, Data Management

    Beginner · Specialization · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    P

    Pragmatic AI Labs

    GitHub: Security, Identity, and Access

    Skills you'll gain: GitHub, Authentications, Authorization (Computing), Role-Based Access Control (RBAC), Security Controls, Data Security, Identity and Access Management, Enterprise Application Management, Multi-Factor Authentication, Security Management, Security Engineering, Version Control, Systems Administration, Collaborative Software

    Beginner · Course · 1 - 4 Weeks

1…352353354…363

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

  • Track Brand Awareness: Coursera
  • Essential Guide to Multiplayer Games with Godot 4.0: Packt
  • Analyze Marketing Data: Drive Campaign Success: Coursera
  • Strategize Your Data Engineering Evolution: Coursera
  • CompTIA Cloud CV0-003: Unit 7: Pearson
  • Hashicorp Terraform – Introduction to Infrastructure as Code: Packt
  • Salesforce DevOps for Architects: Packt
  • Strategic Cyber Effects Management: STARWEAVER
  • Introduction to Website Development Technologies: Packt
  • Bitcoin Integration & Future Trends: AI CERTs

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