• 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: Free Trial
    Free Trial
    C

    Coursera

    Analyze and Guide Capital Investments

    Skills you'll gain: Capital Budgeting, Return On Investment, Financial Analysis, Capital Expenditure, Financial Data, Investments, Portfolio Risk, Investment Management, Financial Modeling, Financial Forecasting, Forecasting, Data Analysis, Spreadsheet Software, Risk Analysis, Communication, Analytical Skills, Risk Management

    Intermediate · Course · 1 - 4 Weeks

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

    Packt

    AI Integration & Platform Optimization in Advanced Fabric

    Skills you'll gain: Data Architecture, Data Security, Computing Platforms, Collaborative Software, Cloud Security, Data Infrastructure, Systems Architecture, Data Management, Capacity Management, Database Architecture and Administration, AI Enablement, Data Governance, AI Integrations, Data Presentation, Role-Based Access Control (RBAC), Identity and Access Management, Machine Learning, Data Analysis

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Automate Cloud Costs & Governance

    Skills you'll gain: Cloud Management, Compliance Management, IT Automation, Infrastructure as Code (IaC), Governance Risk Management and Compliance, Terraform, Cloud Security, Cloud Engineering, Cost Control, Amazon Web Services, Governance, Data Governance, Compliance Auditing, Security Controls, Cost Management, Scripting, Advanced Analytics, Data-Driven Decision-Making, Analysis

    Intermediate · Course · 1 - 4 Weeks

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

    Coursera

    Identify Buyer Segments with Data Analytics

    Skills you'll gain: Persona Development, Customer Analysis, Customer Insights, Pivot Tables And Charts, Data-Driven Marketing, Target Audience, Target Market, Marketing Analytics, Data-Driven Decision-Making, Market Research, Data Literacy, Data Analysis, Persona (User Experience), Data Synthesis, Consumer Behaviour, Statistical Reporting, Descriptive Analytics, Data Presentation

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    C

    CertNexus

    GenAIBIZ: Making Generative AI Work for Your Business

    Skills you'll gain: Generative AI, AI Enablement, AI literacy, Large Language Modeling, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Business Strategy, Data Strategy, Data Ethics, Artificial Neural Networks, Process Improvement, Process Improvement and Optimization, Cloud Computing, Operational Efficiency, Process Optimization, Big Data, Customer Service, Natural Language Processing, User Experience, Marketing

    Mixed · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    EDUCBA

    Strategic Planning and Competitive Analysis

    Skills you'll gain: Plan Execution, Business Strategy, Business Strategies, Strategic Planning, Culture Transformation, Organizational Strategy, Corporate Strategy, Competitive Analysis, Organizational Change, Growth Strategies, Strategic Leadership, Business Planning, Strategic Thinking, Business Transformation, Business Analysis Tools, Change Management, Organizational Effectiveness, Business Leadership, Strategic Decision-Making, Business Ethics

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    Analyze Marketing Performance Using R and Excel

    Skills you'll gain: Marketing Analytics, Data-Driven Marketing, Customer Analysis, Marketing Effectiveness, Customer Retention, Advanced Analytics, Marketing Strategies, Market Analysis, Sales Management, Customer Insights, Marketing Planning, Data-Driven Decision-Making, Customer experience improvement, Customer Service, Predictive Analytics, Consumer Behaviour, Case Studies, Predictive Modeling, R Programming, Performance Metric

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Pearson

    AWS Developer: Unit 5

    Skills you'll gain: Amazon CloudWatch, AWS Kinesis, Application Performance Management, Amazon Web Services, System Monitoring, Event Monitoring, Performance Tuning, Real Time Data, Analytics, Debugging, Ad Hoc Analysis

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Measure Campaign Lift with Brand Surveys

    Skills you'll gain: Brand Awareness, Data-Driven Marketing, Digital Advertising, Marketing Effectiveness, Advertising Campaigns, Digital Marketing Campaigns, Marketing Analytics, Advertising, Branding, Performance Analysis, Customer Insights, Business Research, Data-Driven Decision-Making, Survey Creation, Performance Measurement, Target Audience, Data Collection

    Beginner · Course · 1 - 4 Weeks

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

    Coursera

    Drive Insightful Research

    Skills you'll gain: Surveys, Market Research, Survey Creation, Data Synthesis, Business Research, Data-Driven Decision-Making, Research Reports, Customer Insights, Research Methodologies, User Feedback, Consumer Behaviour, Data Literacy, Data Storytelling, Research Design, Data Presentation, Product Strategy, Product Improvement, Data Analysis, Data Collection, Data Visualization

    Intermediate · Course · 1 - 4 Weeks

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

    Coursera

    Automate Workflows Quickly

    Skills you'll gain: Stakeholder Communications, Workflow Management, Technical Communication, Stakeholder Management, Jira (Software), Dashboard, Project Documentation, IT Management, Project Management, Data Storytelling, Communication Strategies, User Feedback, Information Architecture, Data Visualization, Visual Design, Business Process Automation, Automation, Key Performance Indicators (KPIs)

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    EDUCBA

    Forex Trading and Binary Options Basics

    Skills you'll gain: Market Trend, Technical Analysis, Trend Analysis, Financial Trading, Performance Analysis, Market Analysis, Forecasting, Transaction Processing, Profit and Loss (P&L) Management

    Mixed · Course · 1 - 4 Weeks

1…355356357…363

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

  • Analyze and Guide Capital Investments: Coursera
  • AI Integration & Platform Optimization in Advanced Fabric: Packt
  • Automate Cloud Costs & Governance: Coursera
  • Identify Buyer Segments with Data Analytics: Coursera
  • GenAIBIZ: Making Generative AI Work for Your Business: CertNexus
  • Strategic Planning and Competitive Analysis: EDUCBA
  • Analyze Marketing Performance Using R and Excel: EDUCBA
  • AWS Developer: Unit 5: Pearson
  • Measure Campaign Lift with Brand Surveys: Coursera
  • Drive Insightful Research: 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
Logo of Certified B Corporation
© 2026 Coursera Inc. All rights reserved.
  • Coursera Facebook
  • Coursera Linkedin
  • Coursera Twitter
  • Coursera YouTube
  • Coursera Instagram
  • Coursera TikTok