• 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

    Avoiding Bias

    Skills you'll gain: Decision Making, Independent Thinking, Open Mindset, Conflict Management, Accountability, Diversity Awareness, Discussion Facilitation, Critical Thinking

    ★ 4.7 (18) · Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Interpretable machine learning applications: Part 5

    Skills you'll gain: Model Evaluation, Responsible AI, Exploratory Data Analysis, Histogram, Predictive Modeling, Data Visualization, Predictive Analytics, Data Preprocessing, Machine Learning, Policy Analysis, Statistical Methods, Data Science, Descriptive Statistics, Data Ethics, Economics, Policy, and Social Studies, Development Environment, Software Engineering

    ★ 4.6 (35) · Beginner · Guided Project · Less Than 2 Hours

  • U

    University of Michigan

    AI for Lawyers: Time and Tasks

    Skills you'll gain: Responsible AI, Delegation Skills, Time Management, Data Ethics, AI literacy, Legal Technology, Decision Intelligence, Artificial Intelligence, Generative AI, Ethical Standards And Conduct, Automation, Decision Making, Creativity, Communication Strategies

    Beginner · Course · 1 - 4 Weeks

  • M

    Meta

    Android App Capstone

    Skills you'll gain: Git (Version Control System), Android Jetpack, Version Control, Android Development, Android Studio, User Interface and User Experience (UI/UX) Design, Mobile Development, Application Design, User Interface (UI), UI/UX Strategy, Kotlin, Application Development, User Interface (UI) Design, UI Components, User Flows, Data Access, Information Architecture

    ★ 4.7 (43) · Intermediate · Course · 1 - 4 Weeks

  • A

    AI CERTs

    AI for Medical Professionals

    Skills you'll gain: Clinical Documentation

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Building Your First AI Agent with OpenAI

    Skills you'll gain: Agentic Workflows, Generative AI Agents, Agentic systems, AI Orchestration, OpenAI API, AI Workflows, OpenAI, LLM Application, AI Integrations, Performance Tuning, Real Time Data, Tool Calling, Prompt Patterns, Prompt Engineering, Token Optimization, AI Security, Application Programming Interface (API), Software Architecture, Systems Integration

    Intermediate · Course · 1 - 4 Weeks

  • A

    Alfaisal University | KLD

    نماذج إدارة العمليات | Operations Management Models

    Skills you'll gain: Six Sigma Methodology, Production Schedule, Quality Management, Operations Management, Lean Six Sigma, Operations, Production Management, Quality Improvement, Process Management, Quality Management Systems, Operational Efficiency, Process Improvement, Product Quality (QA/QC), Operational Excellence, Scheduling, Production Planning, Quality Control, Production Process, Decision Making

    ★ 4.8 (39) · Beginner · Course · 1 - 4 Weeks

  • N

    Northeastern University

    Healthcare Consumerism and Implication for Care Delivery

    Skills you'll gain: Healthcare Industry Knowledge, Health Systems, Health Informatics, Value-Based Care, Organizational Change, Change Management, Health Care, Managed Care, Patient-centered Care, Consumer Behaviour, Data-Driven Decision-Making, Payment Systems, Emerging Technologies

    ★ 4.5 (85) · Beginner · Course · 1 - 4 Weeks

  • T

    Tecnológico de Monterrey

    ChatGPT - Uses and Strategies

    Skills you'll gain: ChatGPT, AI literacy, OpenAI, Responsible AI, Artificial Intelligence, Productivity, Prompt Engineering, LLM Application, Data Ethics, Generative AI, Automation, Creativity, Ethical Standards And Conduct, Innovation, Content Creation, Natural Language Processing, Critical Thinking

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

  • U

    University of Virginia

    Les bases de la stratégie d’entreprise

    Skills you'll gain: Business Strategy, Business Strategies, Strategic Thinking, Competitive Analysis, Business Planning, Corporate Strategy, Organizational Strategy, Strategic Decision-Making, Competitive Intelligence, Business Analysis, Market Analysis, Market Dynamics, Market Opportunities

    Beginner · Course · 1 - 4 Weeks

  • S

    Simplilearn

    B2B Marketing

    Skills you'll gain: Business Marketing, B2B Sales, Lead Generation, Account Strategy, Marketing Strategies, Marketing Effectiveness, Target Market, Email Marketing, Strategic Marketing, Content Marketing, Target Audience, Data-Driven Marketing, Marketing Channel, Business Process, Pay Per Click Advertising, Content Performance Analysis, Sales Development, LinkedIn, Marketing Analytics, Content Development and Management

    ★ 3.6 (9) · Beginner · Course · 1 - 4 Weeks

  • M

    Microsoft

    Data Analysis and Visualization with Generative AI in Excel

    Skills you'll gain: Microsoft Excel, Data Presentation, Interactive Data Visualization, Data Storytelling, Predictive Modeling, Data Visualization Software, Dashboard Creation, Data Synthesis, Spreadsheet Software, Microsoft Copilot, Excel Formulas, Data Analysis, Data-Driven Decision-Making, Forecasting, Prompt Engineering, Data Manipulation, Data Transformation

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

1…165166167…317

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

  • Avoiding Bias : Arizona State University
  • Interpretable machine learning applications: Part 5: Coursera
  • AI for Lawyers: Time and Tasks: University of Michigan
  • Android App Capstone : Meta
  • AI for Medical Professionals: AI CERTs
  • Building Your First AI Agent with OpenAI: Coursera
  • نماذج إدارة العمليات | Operations Management Models: Alfaisal University | KLD
  • Healthcare Consumerism and Implication for Care Delivery : Northeastern University
  • ChatGPT - Uses and Strategies: Tecnológico de Monterrey
  • Les bases de la stratégie d’entreprise: University of Virginia

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