• 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 Colorado Boulder

    Master of Science in Artificial Intelligence

    Skills you'll gain: Prompt Engineering, New Product Development, Model Based Systems Engineering, Model Evaluation, Generative AI, Financial Statement Analysis, Sustainable Business, Data Mining, Field-Programmable Gate Array (FPGA), Delegation Skills, Strategic Decision-Making, Real-Time Operating Systems, Object Oriented Design, Sampling (Statistics), Failure Analysis, Data Ethics, Goal Setting, Database Design, Data Visualization, Supervised Learning

    Degree · 1 - 4 Years

    Category: Job ready
    Job ready
  • U

    University of Virginia

    Customer Value in Pricing Strategy

    Skills you'll gain: Revenue Management, Global Marketing, Consumer Behaviour, Marketing Psychology, Customer Insights, Customer Analysis, Case Studies, Market Research, Behavioral Economics, Decision Making, Analysis

    4.8 stars, 378 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • K

    Kennesaw State University

    Career Discovery

    Skills you'll gain: LinkedIn, Professional Networking, Professional Development, Interviewing Skills, Mentorship, Social Media, Rapport Building, Social Media Strategy, Business Research, Relationship Building, Professionalism, Business Correspondence, People Development, Business Writing, Relationship Management, Strategic Communication, Communication, Decision Making, Habit Formation, Leadership

    4.6 stars, 1.7K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.6 (1.7K) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • T

    The University of North Carolina at Chapel Hill

    Research Data Management and Sharing

    Skills you'll gain: Data Sharing, Data Management, Data Storage, File Management, Data Security, Metadata Management, Data Integrity, Data Ethics, Data Access, Version Control

    4.7 stars, 749 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.7 (749) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • T

    The Linux Foundation

    Open Source Software Development, Linux and Git

    Skills you'll gain: Package and Software Management, Open Source Technology, Git (Version Control System), Linux, Command-Line Interface, Bash (Scripting Language), File Systems, GitHub, Linux Administration, Version Control, Linux Commands, User Accounts, CI/CD, Unix Commands, Shell Script, grep, Continuous Integration, Operating System Administration, Software Installation, Software Development Tools

    4.6 stars, 3.1K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.6 (3.1K) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • S

    Stanford Online

    Greedy Algorithms, Minimum Spanning Trees, and Dynamic Programming

    Skills you'll gain: Algorithms, Bioinformatics, Graph Theory, Computational Thinking, Data Structures

    4.8 stars, 1.3K reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.8 (1.3K) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Machine Learning Engineer: ML and Deep Learning Models

    Skills you'll gain: Supervised Learning, Model Optimization, PyTorch (Machine Learning Library), Fine-tuning, Generative Model Architectures, Convolutional Neural Networks, Recurrent Neural Networks (RNNs), Generative AI, Deep Learning, Model Training, Applied Machine Learning, Statistical Machine Learning, Classification And Regression Tree (CART), Autoencoders, Machine Learning Methods, Machine Learning Software, Machine Learning, MLOps (Machine Learning Operations), Machine Learning Algorithms, Artificial Intelligence and Machine Learning (AI/ML)

    Intermediate · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • E

    EDHEC Business School

    Building Strategic Foresight Capabilities

    Skills you'll gain: Systems Thinking, Strategic Thinking, Forecasting, Strategic Decision-Making, Stakeholder Engagement, Organizational Strategy, Business Transformation, Trend Analysis, Innovation, Decision Making, Creativity

    4.9 stars, 257 reviews, Intermediate, Course, 1 - 3 Months

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

    Category: Preview
    Preview
  • U

    University of Illinois Urbana-Champaign

    Introduction to Applied Business Analytics

    Skills you'll gain: Business Analysis, Analytics, Data Preprocessing, Data Analysis, Data-Driven Decision-Making, Data Presentation, Python Programming

    4.6 stars, 335 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.6 (335) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • H

    Harvard Business School Online

    Creating Customer Value

    Skills you'll gain: Value Propositions, Customer experience strategy (CX), Business Strategy, Strategic Thinking, Customer Retention, Customer Analysis, Strategic Marketing, Corporate Strategy, Customer Insights, Cost Benefit Analysis, Revenue Management, Return On Investment, Consumer Behaviour, Branding, Customer experience improvement, Supplier Relationship Management, Financial Analysis, Business Analysis, Market Dynamics, Competitive Analysis

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • P

    Pearson

    Strategic Management

    Skills you'll gain: Organizational Strategy, Organizational Structure, Strategic Leadership, Strategic Decision-Making, Business Management, Corporate Strategy, Business Strategy, Strategic Planning, Organizational Effectiveness, Plan Execution, Strategic Thinking, Corporate Sustainability, Competitive Analysis, Analysis, Accountability Frameworks

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • T

    The Expert Academy

    B2B Sales: Objection Handling And Buyer Consensus

    Skills you'll gain: Overcoming Objections, B2B Sales, De-escalation Techniques, Conflict Management, Enterprise Sales, Sales Presentation, Sales Strategy, Negotiation, Selling Techniques, Closing (Sales), Sales, Trustworthiness, Price Negotiation, Stakeholder Management, Behavior Management, Communication Strategies, Business Communication, Sales Prospecting, Communication, Resilience

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
1…515253…367

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

  • Master of Science in Artificial Intelligence: University of Colorado Boulder
  • Customer Value in Pricing Strategy: University of Virginia
  • Career Discovery: Kennesaw State University
  • Research Data Management and Sharing: The University of North Carolina at Chapel Hill
  • Open Source Software Development, Linux and Git: The Linux Foundation
  • Greedy Algorithms, Minimum Spanning Trees, and Dynamic Programming: Stanford Online
  • Machine Learning Engineer: ML and Deep Learning Models: Coursera
  • Building Strategic Foresight Capabilities: EDHEC Business School
  • Introduction to Applied Business Analytics: University of Illinois Urbana-Champaign
  • Creating Customer Value: Harvard Business School Online

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