• 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


  • U

    University of Leeds

    How to Get Into AI

    Skills you'll gain: Responsible AI, Artificial Intelligence, Data Ethics, AI literacy, digital literacy, Machine Learning

    ★ 4.1 (13) · Beginner · Course · 1 - 4 Weeks

  • P

    Pontificia Universidad Católica del Perú

    Fundamentos de analítica de datos educativos

    Skills you'll gain: Data Collection, Data Ethics, Data-Driven Decision-Making, Data Visualization, Data Literacy, Higher Education, Data Strategy, Education Software and Technology, Interactive Data Visualization, Data Presentation, Data Analysis Software, Analytical Skills, Analytics, Looker (Software), Data Analysis, Responsible AI, Data Management, Data Governance, Information Privacy, Strategic Decision-Making

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

  • U

    University of Virginia

    Gestión de productos digitales: Fundamentos modernos

    Skills you'll gain: Product Management, New Product Development, Product Development, Product Lifecycle Management, Product Improvement, Product Marketing, Innovation, Product Planning, Business Modeling, Stakeholder Engagement, Sales Presentations, Leadership and Management, Customer Engagement, Cross-Functional Collaboration, Customer Insights, Customer Analysis, Data-Driven Decision-Making

    ★ 4.9 (8) · Beginner · Course · 1 - 4 Weeks

  • B

    Board Infinity

    Emotional Intelligence in the Workplace

    Skills you'll gain: Empathy & Emotional Intelligence, Emotional Intelligence, Rapport Building, Team Collaboration, Meditation & Breathwork, Resilience, Relationship Management, Decision Making

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Washington

    Data Science at Scale - Capstone Project

    Skills you'll gain: Feature Engineering, Model Evaluation, Data Analysis, Model Training, Predictive Modeling, Data Wrangling, Statistical Modeling, Statistics, Data Science, Data-Driven Decision-Making, Data Preprocessing, Predictive Analytics, Data Collection, Applied Machine Learning, R Programming, Data Pipelines, Research, Supervised Learning, Technical Communication, Python Programming

    ★ 3.8 (26) · Mixed · Course · 1 - 3 Months

  • U

    University of Colorado System

    AI Integration in Healthcare

    Skills you'll gain: Machine Learning Algorithms, Model Training, Human Factors (Security), Machine Learning, Model Evaluation, Artificial Intelligence, Supervised Learning, Predictive Modeling, AI Integrations, Diagnostic Tests, Reinforcement Learning, Descriptive Analytics

    Beginner · Course · 1 - 4 Weeks

  • A

    Alfaisal University | KLD

    الاقتصاد الجزئي: قوة الأسواق | Microeconomics

    Skills you'll gain: Supply And Demand, Market Dynamics, Economics, Market Analysis, Public Policies, Consumer Behaviour, Demand Planning, Cost Benefit Analysis, Policty Analysis, Research, and Development, Decision Making

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Colorado System

    AI Agents in Healthcare and Capstone

    Skills you'll gain: Responsible AI, Agentic systems, Agentic Workflows, Generative AI Agents, Artificial Intelligence, Risking, Healthcare Ethics, Healthcare Project Management, Artificial Intelligence and Machine Learning (AI/ML), AI Workflows, AI Integrations, Health Technology

    ★ 4.9 (7) · Beginner · Course · 1 - 4 Weeks

  • L

    LearnQuest

    Integrating Test-Driven Development into Your Workflow

    Skills you'll gain: Continuous Delivery, Continuous Deployment, Continuous Integration, Application Deployment, Test Driven Development (TDD), CI/CD, Agile Methodology, Test Automation, Unit Testing, Software Development, Agile Software Development, Python Programming, Version Control

    ★ 3.7 (13) · Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Statistical and Predictive Modeling for Finance

    Skills you'll gain: Risk Modeling, Descriptive Statistics, Financial Data, Financial Modeling, Regression Analysis, Statistical Modeling, Financial Analysis, Decision Tree Learning, Credit Risk, Lending and Underwriting, Predictive Modeling, Commercial Lending, Portfolio Management, Statistics, Portfolio Risk, Statistical Analysis, Performance Metric, Model Evaluation, Supervised Learning, Statistical Hypothesis Testing

    Intermediate · Course · 1 - 3 Months

  • 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

  • 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

1…210211212…311

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

  • How to Get Into AI: University of Leeds
  • Fundamentos de analítica de datos educativos: Pontificia Universidad Católica del Perú
  • Gestión de productos digitales: Fundamentos modernos: University of Virginia
  • Emotional Intelligence in the Workplace: Board Infinity
  • Data Science at Scale - Capstone Project: University of Washington
  • AI Integration in Healthcare: University of Colorado System
  • الاقتصاد الجزئي: قوة الأسواق | Microeconomics: Alfaisal University | KLD
  • AI Agents in Healthcare and Capstone: University of Colorado System
  • Integrating Test-Driven Development into Your Workflow: LearnQuest
  • Statistical and Predictive Modeling for Finance : 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