• 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


  • W

    Whizlabs

    Power BI: Data Visualization and Analysis

    Skills you'll gain: Data-Driven Decision-Making, Business Intelligence, Data Presentation, Data Storytelling, Interactive Data Visualization, Data Visualization Software, Power BI, Pivot Tables And Charts, Key Performance Indicators (KPIs), Performance Reporting, Data Analysis, Business Reporting, Trend Analysis, Conversion Funnel Analysis

    ★ 4.1 (10) · Intermediate · Course · 1 - 4 Weeks

  • E

    Edureka

    Learn Data Storytelling: Power BI Techniques

    Skills you'll gain: Power BI, Data Modeling, Data Storytelling, Data Analysis Expressions (DAX), Data Visualization Software, Data Presentation, Data Transformation, Business Intelligence, Dashboard, Microsoft Excel, Dashboard Creation, Interactive Data Visualization, Business Intelligence Software, Data Manipulation, Data Cleansing, Key Performance Indicators (KPIs), Report Writing, Data Import/Export

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

  • A

    Amazon Web Services

    Hands-on with AWS: Software Development Practices

    Skills you'll gain: CI/CD, Continuous Integration, Application Deployment, Continuous Delivery, Continuous Deployment, Software Development, Version Control, Git (Version Control System), DevOps, Test Automation, Unit Testing, Software Development Tools, Amazon Web Services, Devops Tools, Development Testing, Software Testing, Debugging

    ★ 4.8 (18) · Beginner · 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

  • M

    Minnesota State University, Mankato

    Technical Communication Essentials

    Skills you'll gain: Research, Usability Testing, Graphic and Visual Design, Usability, Research Methodologies, AI Integrations, AI literacy, User Research, Writing and Editing, User Feedback, Report Writing, Web Content Accessibility Guidelines, User Experience Design, Persona (User Experience), User Experience, Analysis

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Supplier Sourcing and RFI/RFQ/RFP Execution

    Skills you'll gain: Request for Proposal, Document Management, Procurement, Strategic Sourcing, Purchasing, Supplier Management, Proposal Development, Proposal Writing, Vendor Management, Bidding, Market Research, Standard Operating Procedure, Data-Driven Decision-Making, Keyword Research, Decision Making

    Beginner · Course · 1 - 4 Weeks

  • A

    Alfaisal University | KLD

    الاقتصاد الإداري | Managerial Economics

    Skills you'll gain: Economics, Business Economics, Business Management, Decision Making, Business, Cost Management, Demand Planning, Production Management

    Beginner · Course · 1 - 4 Weeks

  • E

    Edureka

    Building RAG and MCP Servers with Claude

    Skills you'll gain: Retrieval-Augmented Generation, Model Context Protocol, Agentic Workflows, Agentic systems, Generative AI Agents, Anthropic Claude, AI Integrations, Tool Calling, LLM Application, Generative AI, Automation, Scalability, Application Programming Interface (API), Servers, Python Programming

    ★ 3.4 (7) · Intermediate · Course · 1 - 4 Weeks

  • 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

    Universidades Anáhuac

    Medical Spanish for Healthcare Professionals

    Skills you'll gain: Hospital Experience, Patient Communication, Spanish Language, Bilingual (Spanish/English), Oral and Dental Care, Health Care, Patient-centered Care, Language Competency, Patient Assistance, Patient Observation, Patient Evaluation, Clinical Practices, Language Learning, Active Listening, Activities of Daily Living (ADLs)

    Beginner · Specialization · 3 - 6 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

  • U

    University of Maryland, College Park

    Leading with Power Skills: Emotions & Emotional Intelligence

    Skills you'll gain: Goal Setting, Smart Goals, Emotional Intelligence, Positivity, Personal Development, Empathy, Social Skills, Self-Awareness, Professional Development, Resilience, Conflict Management, Behavior Management, Team Building, Stress Management, Team Motivation, Psychology, Leadership, Team Management, Team Leadership, Decision Making

    ★ 4.5 (6) · Beginner · Course · 1 - 3 Months

1…199200201…315

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

  • Power BI: Data Visualization and Analysis: Whizlabs
  • Learn Data Storytelling: Power BI Techniques: Edureka
  • Hands-on with AWS: Software Development Practices: Amazon Web Services
  • AI's Existing Impact: Emory University
  • Technical Communication Essentials: Minnesota State University, Mankato
  • Supplier Sourcing and RFI/RFQ/RFP Execution: Coursera
  • الاقتصاد الإداري | Managerial Economics: Alfaisal University | KLD
  • Building RAG and MCP Servers with Claude: Edureka
  • Agile Leadership Principles and Practices: University of Maryland, College Park
  • Medical Spanish for Healthcare Professionals: Universidades Anáhuac

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