• 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


  • L

    LearnKartS

    AI Marketing Automation

    Skills you'll gain: Retrieval-Augmented Generation, Marketing Automation, Email Automation, Content Scheduling, ChatGPT, Email Marketing, AI Product Strategy, AI Personalization, Digital Marketing Tools, OpenAI API, LLM Application, Social Media Content, Social Media Management, Automation, Generative AI Agents, Generative AI, Data-Driven Decision-Making, AI Workflows, Blogs, Social Media

    Beginner · Course · 1 - 4 Weeks

  • A

    AI CERTs

    AI for Research & Analysis

    Skills you'll gain: Business Research, AI literacy, Market Research, Analytical Skills, Business Intelligence, Decision Intelligence, Market Analysis, Trend Analysis, Market Intelligence, Data Analysis, Forecasting, AI Integrations

    Beginner · Course · 1 - 3 Months

  • F

    Fundação Instituto de Administração

    Fundamentos de Inteligência Artificial para Finanças

    Skills you'll gain: Deep Learning, Machine Learning Methods, Predictive Analytics, FinTech, Applied Machine Learning, Data-Driven Decision-Making, Predictive Modeling, Machine Learning, Digital Transformation, Machine Learning Algorithms, Financial Forecasting, Artificial Intelligence and Machine Learning (AI/ML), Analytics, Artificial Intelligence, Artificial Neural Networks, Model Optimization, Data Science

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

  • R

    Real Madrid Graduate School Universidad Europea

    Applied Football Analytics - Looking at real-world cases

    Skills you'll gain: Data Synthesis, Data Integration, Data Literacy, Data Storytelling, Analysis, Case Studies, Advanced Analytics, People Analytics, Analytical Skills, Strategic Decision-Making, Business Metrics, Forecasting, Media and Communications, Persuasive Communication, Databases, Database Design, Innovation

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Pennsylvania

    Introduction to American Corporate Law

    Skills you'll gain: Commercial Laws, Mergers & Acquisitions, Business Ethics, Legal Risk, Regulation and Legal Compliance, Governance, Lawsuits, Law, Regulation, and Compliance, Litigation and Civil Justice, Civil Procedures, Case Law, Storytelling, Case Studies

    ★ 4.8 (6) · Mixed · Course · 1 - 4 Weeks

  • E

    Emory University

    AI's Existing Impact

    Skills you'll gain: AI Personalization, Personalized Service, Personalized Campaigns, Customer experience improvement, Self Service Technologies, Marketing Psychology, AI Enablement, Business-To-Consumer, Consumer Behaviour, Marketing Automation, MarTech, Artificial Intelligence, Marketing, Decision Support Systems, Responsible AI, Algorithms, Business Ethics

    ★ 4.9 (11) · Intermediate · Course · 1 - 3 Months

  • B

    Banco Interamericano de Desarrollo

    Organizaciones data-driven: principios y prácticas

    Skills you'll gain: Data Storytelling, Data Visualization, Data Presentation, Data Governance, Data Collection, Process Improvement, Data Strategy, Process Mapping, Data Visualization Software, Data Management, Agile Project Management, Business Intelligence, Agile Methodology, Data Infrastructure, Information Management, Data-Driven Decision-Making, Organizational Effectiveness, Organizational Leadership, Data Literacy, Data Analysis

    ★ 4.7 (28) · Beginner · Specialization · 1 - 3 Months

  • Y

    Yale University

    Warrior-Scholar: The Veteran’s College Success Kit

    Skills you'll gain: Resourcefulness, Personal Development, Goal Setting, Decision Making, Relationship Building

    Beginner · Course · 1 - 3 Months

  • U

    University of Maryland, College Park

    Agile Leadership Principles and Practices

    Skills you'll gain: Leadership Studies, Negotiation, Team Performance Management, Agile Product Development, Teamwork, Leadership, Organizational Leadership, Personal Development, Agile Project Management, Agile Methodology, Decision Making, Meeting Facilitation, Collaboration, Cross-Functional Team Leadership, Continuous Improvement Process, Cross-Functional Collaboration, Adaptability, Change Management, Organizational Change, Goal Setting

    ★ 4.6 (7) · Intermediate · Course · 1 - 3 Months

  • U

    University of Michigan

    Structural Racism: Causes of Health Inequities in the U.S.

    Skills you'll gain: Health Disparities, Health Equity, Health Policy, Social Justice, Social Determinants Of Health, Policy Analysis, Public Health, Socioeconomics, Social Sciences, Advocacy, Sociology

    Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Retail Management Strategies: Apply & Analyze

    Skills you'll gain: Retail Management, Case Studies, Retail Store Operations, Competitive Analysis, Market Analysis, Strategic Planning, Business Strategy, Competitive Intelligence, Business Management, Milestones (Project Management), Growth Strategies, Organizational Strategy, Analysis, Spatial Data Analysis

    ★ 5 (12) · Mixed · Course · 1 - 4 Weeks

  • C

    Columbia University

    Find Your Calling: Career Transition Principles for Veterans

    Skills you'll gain: Emotional Intelligence, Professional Networking, Empathy & Emotional Intelligence, Relationship Building, LinkedIn, Self-Awareness, Personal Development, Goal Setting, Entrepreneurship, Professional Development, Web Presence, Growth Mindedness, Relationship Management, Decision Making, Branding

    Beginner · Course · 1 - 3 Months

1…197198199…311

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

  • AI Marketing Automation: LearnKartS
  • AI for Research & Analysis: AI CERTs
  • Fundamentos de Inteligência Artificial para Finanças: Fundação Instituto de Administração
  • Applied Football Analytics - Looking at real-world cases: Real Madrid Graduate School Universidad Europea
  • Introduction to American Corporate Law: University of Pennsylvania
  • AI's Existing Impact: Emory University
  • Organizaciones data-driven: principios y prácticas: Banco Interamericano de Desarrollo
  • Warrior-Scholar: The Veteran’s College Success Kit: Yale University
  • Agile Leadership Principles and Practices: University of Maryland, College Park
  • Structural Racism: Causes of Health Inequities in the U.S.: University of Michigan

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