• 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

    Microsoft

    Practical AI Strategy and Azure Service Selection

    Skills you'll gain: AI Product Strategy, Microsoft Azure, Decision Intelligence, AI literacy, Discussion Facilitation, Governance, Artificial Intelligence, Responsible AI, Decision Making, Model Deployment, Model Evaluation, Business Priorities, Business Requirements, Feasibility Studies, Risk Management, Project Risk Management, Project Documentation, Goal Setting, Requirements Analysis, Cost Management

    Intermediate · Course · 1 - 3 Months

  • E

    EDUCBA

    Power Pivot in Excel for Data Analysis

    Skills you'll gain: Pivot Tables And Charts, Microsoft Excel, Data Import/Export, Dashboard, Data Modeling, Spreadsheet Software, Dashboard Creation, Statistical Methods, Business Analytics, Business Intelligence, Statistical Analysis, Data Analysis, Interactive Data Visualization, Data Processing, Data Manipulation, Data-Driven Decision-Making, Data Preprocessing, Case Studies

    Mixed · Course · 1 - 4 Weeks

  • G

    Google

    Análisis de Datos de Google

    Skills you'll gain: Data Storytelling, Presentations, Rmarkdown, Data Presentation, Data Cleansing, Data Visualization, Ggplot2, Data Validation, Spreadsheet Software, Data Visualization Software, Data Ethics, Data Analysis, Interactive Data Visualization, Data-Driven Decision-Making, Tableau Software, Data Processing, Dashboard, Business Analysis, Stakeholder Communications, File Management

    ★ 4.8 (12K) · Beginner · Professional Certificate · 3 - 6 Months

  • L

    Ludwig-Maximilians-Universität München (LMU)

    Competitive Strategy

    Skills you'll gain: Business Strategy, Game Theory, Strategic Thinking, Competitive Analysis, Strategic Partnership, Product Strategy, Strategic Decision-Making, Market Dynamics, New Business Development, Market Opportunities, New Product Development, Market Analysis, Product Development, Innovation, Coordination

    ★ 4.8 (3.1K) · Mixed · Course · 1 - 3 Months

  • C

    Coursera

    Data Visualization & Business Intelligence

    Skills you'll gain: Data Storytelling, Data Presentation, Dashboard, Data Analysis Expressions (DAX), Power BI, Data Visualization, Key Performance Indicators (KPIs), Data Transformation, Dashboard Creation, Presentations, Data Synthesis, Usability Testing, Microsoft PowerPoint, Star Schema, Data Integration, Business Intelligence Software, Microsoft Excel, Statistical Visualization, Business Intelligence, Data Cleansing

    ★ 4.6 (1.8K) · Beginner · Specialization · 3 - 6 Months

  • U

    University of Michigan

    Influencing People Without Authority

    Skills you'll gain: Influencing, Constructive Feedback, Storytelling, Decision Making, Professional Networking, Public Speaking, Non-Verbal Communication, Creative Thinking, Self-Awareness, Communication, Creativity, Independent Thinking, People Development, Relationship Building, Tactfulness, People Management, Relationship Management, Growth Mindedness, Social Skills, Recognizing Others

    ★ 4.8 (4.4K) · Beginner · Specialization · 1 - 3 Months

  • G

    Google

    Design Prompts for Everyday Work Tasks

    Skills you'll gain: Prompt Engineering, Context Engineering, AI literacy, Brainstorming, AI powered creativity, Email Automation, Ideation, Timelines, AI Enablement, LLM Application, Taking Meeting Minutes, Concision, Business Writing

    ★ 4.8 (1.2K) · Beginner · Course · 1 - 4 Weeks

  • V

    Vanderbilt University

    Android App Development

    Skills you'll gain: Git (Version Control System), JUnit, Android Studio, Android Development, Unit Testing, Android (Operating System), Version Control, Maintainability, Software Design Patterns, Test Automation, File I/O, Object Oriented Programming (OOP), Integration Testing, Test Driven Development (TDD), Mobile Development, Development Testing, Software Testing, Testability, Software Engineering, Java Programming

    ★ 4.5 (3.7K) · Beginner · Specialization · 3 - 6 Months

  • P

    Packt

    The Definitive Guide to Microsoft Fabric

    Skills you'll gain: Data Lakes, Microsoft Azure, Data Architecture, Extract, Transform, Load, Power BI, Data Security, Data Transformation, Data Governance, Data Warehousing, Real Time Data, Computing Platforms, Collaborative Software, Data-Driven Decision-Making, Data Integration, Dashboard, Data Analysis, Data Presentation, Cloud Infrastructure, Python Programming, Machine Learning

    Beginner · Specialization · 3 - 6 Months

  • C

    Coursera

    Strategic Supply Chain Leadership: A Holistic Overview

    Skills you'll gain: Supply Chain, Supply Chain Management, Supply Chain Planning, Strategic Leadership, Leadership, Sustainable Business, Technology Strategies, Supplier Risk Management, Strategic Decision-Making, Risk Analysis, Corporate Sustainability, Risk Modeling, Strategic Communication, Cost Benefit Analysis, Stakeholder Communications, Cost Reduction, Risk Management, Service Level, Working Capital

    Advanced · Course · 1 - 4 Weeks

  • U

    Universidad de Palermo

    Introducción a los Costos para la Gestión Empresarial

    Skills you'll gain: Cost Control, Cost Accounting, Operating Cost, Management Accounting, Cost Management, Profit and Loss (P&L) Management, Strategic Decision-Making, Expense Management, Variance Analysis, Budgeting, Operational Efficiency, Performance Measurement, Decision Making, Financial Analysis, Process Improvement, Investments

    Beginner · Course · 1 - 4 Weeks

  • M

    Madecraft

    Creating Winning Teams

    Skills you'll gain: Virtual Teams, Intercultural Competence, Gap Analysis, Diversity and Inclusion, Team Leadership, Team Management, Team Building, Organizational Leadership, People Management, Leadership, Leadership Development, Workplace inclusivity, Team Performance Management, Employee Engagement, Emotional Intelligence, Communication, Performance Management, Talent Management, Trustworthiness, Decision Making

    Intermediate · Course · 1 - 4 Weeks

1…282930…312

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

  • Practical AI Strategy and Azure Service Selection: Microsoft
  • Power Pivot in Excel for Data Analysis: EDUCBA
  • Análisis de Datos de Google: Google
  • Competitive Strategy: Ludwig-Maximilians-Universität München (LMU)
  • Data Visualization & Business Intelligence: Coursera
  • Influencing People Without Authority: University of Michigan
  • Design Prompts for Everyday Work Tasks: Google
  • Android App Development: Vanderbilt University
  • The Definitive Guide to Microsoft Fabric: Packt
  • Strategic Supply Chain Leadership: A Holistic Overview: 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