• 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


  • M

    Meta

    Front-End Developer Capstone

    Skills you'll gain: Responsive Web Design, Front-End Web Development, Git (Version Control System), Web Content Accessibility Guidelines, User Interface and User Experience (UI/UX) Design, HTML and CSS, Cascading Style Sheets (CSS), UI/UX Strategy, React.js, Code Review, Version Control, Usability, User Interface (UI), Usability Testing, User Interface (UI) Design, Software Technical Review, Web Applications, Hypertext Markup Language (HTML), Semantic Web, Javascript

    4.6 stars, 467 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.6 (467) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    The Business Analyst's Career Master Plan

    Skills you'll gain: Requirements Elicitation, Business Analysis, Process Analysis, Requirements Analysis, Business Systems Analysis, Systems Analysis, Professional Development, Analysis, Operational Analysis, Requirements Management, Business Analysis Tools, Business Requirements, Stakeholder Engagement, Business Analytics, Business Workflow Analysis, People Development, Consulting, Project Management Institute (PMI) Methodology, Business Communication, Creative Thinking

    Beginner · Course · 3 - 6 Months

    Category: New
    New
  • S

    Simplilearn

    Master Productivity and Data Skills Certification

    Skills you'll gain: Google Docs, Cloud Storage, File Management, Presentations, Microsoft PowerPoint, Data Visualization, Google Workspace, Spreadsheet Software, Google Sheets, Data Presentation, Excel Formulas, Data Entry, Productivity Software, Microsoft Office, Multimedia, Microsoft Excel, Microsoft Word, Collaborative Software, Project Documentation, Editing

    Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • U

    University of Maryland, College Park

    Developing Innovative Ideas for New Companies: The First Step in Entrepreneurship

    Skills you'll gain: Ideation, Innovation, Entrepreneurship, Risk Management, Risk Analysis, New Product Development, Business Strategies, Value Propositions, Brainstorming, Competitive Analysis, Business Modeling, Product Development, Customer Analysis, Customer Insights, Needs Assessment, Market Dynamics

    4.7 stars, 1.5K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (1.5K) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • M

    Macquarie University

    Artificial Intelligence (AI) Education for Teachers

    Skills you'll gain: AI literacy, Data Ethics, Teaching, Education and Training, Artificial Intelligence and Machine Learning (AI/ML), Decision Intelligence, Instructional Strategies, AI Integrations, Instructional Design, Critical Thinking, Human Learning, Analytical Skills, Machine Learning

    4.7 stars, 967 reviews, Beginner, Course, 1 - 3 Months

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

    Category: Preview
    Preview
  • U

    University of Pennsylvania

    Digital Assets: Foundations, Markets, and Regulation

    Skills you'll gain: Blockchain, Digital Assets, FinTech, Financial Systems, Financial Inclusion, Financial Market, Financial Regulations, Capital Markets, Financial Regulation, Payment Systems, Financial Services, Cryptographic Protocols, Asset Management, Market Liquidity, Law, Regulation, and Compliance, Cryptography, Regulatory Requirements, Payment Processing

    Mixed · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
  • R

    Rutgers the State University of New Jersey

    Supply Chain Analytics Essentials

    Skills you'll gain: Supply Chain Management, Supply Chain Planning, Transportation, Supply Chain, and Logistics, Working Capital, Inventory and Warehousing, Supply Management, Data Analysis, Strategic Sourcing, Demand Planning, Logistics Management, Operational Efficiency, Data-Driven Decision-Making, Business Metrics, Manufacturing and Production, Financial Analysis, Data Visualization, Performance Improvement, Problem Solving, Critical Thinking and Problem Solving, Storytelling

    4.6 stars, 1.1K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.6 (1.1K) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    AI-Powered Customer Success

    Skills you'll gain: Prompt Engineering, Customer Retention, Customer Acquisition Management, Customer experience improvement, Responsible AI, Customer Service, Customer experience strategy (CX), Customer Success Management, Customer Engagement, Generative AI, Customer Support, Customer Analysis, AI Personalization, ChatGPT, Anthropic Claude, Artificial Intelligence, Business Process Automation, Data-Driven Decision-Making, Automation, Predictive Analytics

    4.6 stars, 368 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.6 (368) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • L

    L&T EduTech

    AI, ML and IIoT in Manufacturing

    Skills you'll gain: Wireless Networks, Reinforcement Learning, Communication Systems, Real Time Data, Systems Architecture

    Intermediate · Course · 1 - 4 Weeks

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

    Coursera

    Test Email Variations

    Skills you'll gain: Data-Driven Marketing, Email Marketing, Data-Driven Decision-Making, Marketing Analytics, Content Optimization, Content Performance Analysis, Campaign Management, Campaign Planning, Email Automation, Test Tools, Analysis, Test Planning, Statistics, Test Data, Statistical Hypothesis Testing, Target Audience, Performance Metric

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • Q

    Queen Mary University of London

    Delivering Mergers and Acquisitions (M&A) Success: A Guide by Practitioners

    Skills you'll gain: Mergers & Acquisitions, Due Diligence, Stakeholder Analysis, Contract Negotiation, General Sales Practices, Negotiation, Business Valuation, Stakeholder Management, Business Transformation, Leadership, Risk Management Framework, Business Strategy, Program Management, Strategic Decision-Making, Risk Analysis, Organizational Change, Influencing, Change Management, Continuous Integration, Culture

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
  • Y

    Yale University

    Narrative Economics

    Skills you'll gain: Behavioral Economics, Storytelling, Economics, Economics, Policy, and Social Studies, Financial Forecasting, Forecasting, Socioeconomics, Social Studies, Market Dynamics, Consumer Behaviour, Automation

    4.8 stars, 914 reviews, Beginner, Course, 1 - 4 Weeks

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

    Category: Preview
    Preview
1…656667…367

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

  • Front-End Developer Capstone: Meta
  • The Business Analyst's Career Master Plan: Packt
  • Master Productivity and Data Skills Certification: Simplilearn
  • Developing Innovative Ideas for New Companies: The First Step in Entrepreneurship: University of Maryland, College Park
  • Artificial Intelligence (AI) Education for Teachers: Macquarie University
  • Digital Assets: Foundations, Markets, and Regulation: University of Pennsylvania
  • Supply Chain Analytics Essentials: Rutgers the State University of New Jersey
  • AI-Powered Customer Success: Coursera
  • AI, ML and IIoT in Manufacturing: L&T EduTech
  • Test Email Variations: 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