• For Individuals
  • For Businesses
  • For Universities
  • For Governments
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
    P

    Politecnico di Milano

    Smart Learning Design

    Skills you'll gain: Blended Learning, Interactive Learning, Instructional Design, Innovation, Learning Strategies

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Build a Guessing Game in C# on Linux

    Skills you'll gain: C# (Programming Language), Microsoft Visual Studio, .NET Framework, Game Design, Programming Principles, Linux, Application Development, Cross Platform Development

    Beginner · Guided Project · Less Than 2 Hours

  • G

    Google Cloud

    Dialogflow CX: Managing Environments

    Skills you'll gain: Release Management, Virtual Environment, Configuration Management, Cloud Management, Version Control, Collaborative Software, Application Deployment

    Beginner · Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    B

    Board Infinity

    Key Industry 4.0 Technologies in Manufacturing - 2

    Skills you'll gain: Cloud Computing, Cloud Computing Architecture, Manufacturing Operations, Cybersecurity, Manufacturing Processes, Augmented and Virtual Reality (AR/VR), Blockchain, Cloud Security, Production Process, Emerging Technologies, Augmented Reality, Artificial Intelligence and Machine Learning (AI/ML), Virtual Reality, Artificial Intelligence, Big Data, Real Time Data, Machine Learning

    4.6
    Rating, 4.6 out of 5 stars
    ·
    7 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Lausanne

    HEALTHY URBAN SYSTEMS - PART 1 : Concepts and observations

    Skills you'll gain: Health Policy, Public Health, Health Systems, Geographic Information Systems, Systems Thinking, Social Determinants Of Health, Sustainable Development, Environmental Issue, Research Methodologies, Data Collection

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    B

    Banco Interamericano de Desarrollo

    Gestiona un proyecto de datos en tu organización​

    Skills you'll gain: Project Design, Data Management, Data Strategy, Agile Project Management, Risk Management, Project Management, Resource Management, Project Management Life Cycle, Data-Driven Decision-Making, Project Implementation, Culture Transformation, Resource Allocation, Artificial Intelligence

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    M

    Macquarie University

    Cyber Security: Applied Cryptography

    Skills you'll gain: Cryptography, Encryption, Data Security, Cybersecurity, Key Management, Network Security, Public Key Infrastructure, Data Encryption Standard, Security Engineering, Blockchain, Wireless Networks, Security Management, Virtual Private Networks (VPN), Intellectual Property, Data Integrity, Authentications, Hardware Architecture, Emerging Technologies

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Operations Management in Healthcare- Streamlining Systems

    Skills you'll gain: Resource Utilization, Patient Flow, Lean Methodologies, Operational Efficiency, Health Care Administration, Operations Management, Health Care Procedure and Regulation, Process Improvement, Systems Thinking, Health Technology, Health Systems, Continuous Improvement Process, Coordination, Cross-Functional Collaboration, Communication Strategies, Data-Driven Decision-Making

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Preview
    Preview
    K

    Knowledge Accelerators

    Intermediate Excel: Data Modeling, Analysis, and Dashboards

    Skills you'll gain: Spreadsheet Software, Pivot Tables And Charts, Data Storytelling, Data Analysis, Data Presentation, Business Modeling, Analytics, Business Analysis, Trend Analysis, Microsoft 365, Data Management, Productivity, Data Entry, Key Performance Indicators (KPIs)

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
    Preview
    D

    Duke University

    데이터 중심 기업을 위한 비즈니스 지표

    Skills you'll gain: Business Metrics, Business Analytics, Analytics, Business Intelligence, Tableau Software, Case Studies, Cash Flows, Big Data, Key Performance Indicators (KPIs), Spreadsheet Software, Data Analysis, Data-Driven Decision-Making, Web Analytics, Market Share, Database Software, E-Commerce

    Mixed · Course · 1 - 3 Months

  • Status: Preview
    Preview
    C

    Coursera

    Analyzing and Underwriting Corporate Credit in India

    Skills you'll gain: Financial Statement Analysis, Financial Statements, Business Risk Management, Credit Risk, Financial Analysis, Lending and Underwriting, Financial Modeling, Commercial Lending, Risk Analysis, Financial Acumen, Corporate Finance, Operational Risk, Analysis, Income Statement, Balance Sheet, Banking, Market Analysis, Cash Flows

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Preview
    Preview
    C

    Coursera

    SQL in Action: Querying, Aggregating, and Joining Data

    Skills you'll gain: SQL, Database Management, Query Languages, Data Analysis, Performance Tuning, Data Manipulation

    Beginner · Course · 1 - 4 Weeks

Searches related to decision tree

decision tree classifier for beginners in r
build decision trees, svms, and artificial neural networks
master decision trees in r: build, predict & evaluate
1…193194195…210

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

  • Smart Learning Design: Politecnico di Milano
  • Build a Guessing Game in C# on Linux: Coursera
  • Dialogflow CX: Managing Environments: Google Cloud
  • Key Industry 4.0 Technologies in Manufacturing - 2: Board Infinity
  • HEALTHY URBAN SYSTEMS - PART 1 : Concepts and observations: University of Lausanne
  • Gestiona un proyecto de datos en tu organización​: Banco Interamericano de Desarrollo
  • Cyber Security: Applied Cryptography: Macquarie University
  • Operations Management in Healthcare- Streamlining Systems : Coursera
  • Intermediate Excel: Data Modeling, Analysis, and Dashboards: Knowledge Accelerators
  • 데이터 중심 기업을 위한 비즈니스 지표: Duke University

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

  • Artificial Intelligence (AI)
  • Cybersecurity
  • Data Analytics
  • Digital Marketing
  • English Speaking
  • Generative AI (GenAI)
  • Microsoft Excel
  • Microsoft Power BI
  • Project Management
  • Python

Certificates & Programs

  • Google Cybersecurity Certificate
  • Google Data Analytics Certificate
  • Google IT Support Certificate
  • Google Project Management Certificate
  • Google UX Design Certificate
  • IBM Data Analyst Certificate
  • IBM Data Science Certificate
  • Machine Learning Certificate
  • Microsoft Power BI Data Analyst Certificate
  • UI / UX Design Certificate

Industries & Careers

  • Business
  • Computer Science
  • Data Science
  • Education & Teaching
  • Engineering
  • Finance
  • Healthcare
  • Human Resources (HR)
  • Information Technology (IT)
  • Marketing

Career Resources

  • Career Aptitude Test
  • Examples of Strengths and Weaknesses for Job Interviews
  • High-Income Skills to Learn
  • How Does Cryptocurrency Work?
  • How to Highlight Duplicates in Google Sheets
  • How to Learn Artificial Intelligence
  • Popular Cybersecurity Certifications
  • Preparing for the PMP Certification
  • Signs You Will Get the Job After an Interview
  • What Is Artificial Intelligence?

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
  • Share your Coursera learning story

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
© 2025 Coursera Inc. All rights reserved.
  • Coursera Facebook
  • Coursera Linkedin
  • Coursera Twitter
  • Coursera YouTube
  • Coursera Instagram
  • Coursera TikTok