• 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


  • D

    Deep Teaching Solutions

    Critical Thinking & Logic: Real-World Skills

    Skills you'll gain: Deductive Reasoning, Logical Reasoning, Critical Thinking and Problem Solving, Critical Thinking, Creative Problem-Solving, Problem Solving, Analytical Skills, Creative Thinking, Innovation, Decision Making, Analysis, Persuasive Communication, Verbal Communication Skills, Psychology

    4.8 stars, 43 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • I

    IIMA - IIM Ahmedabad

    Transforming Life and Organizations in the Digital Age

    Skills you'll gain: Digital Transformation, Innovation, AI Enablement, Business Transformation, Organizational Strategy, Artificial Intelligence, Organizational Development, digital literacy, Technology Strategies, AI literacy, Computational Thinking, Decision Making, Empathy & Emotional Intelligence

    4.9 stars, 42 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.9 (42) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • A

    Arizona State University

    Perspective-Taking

    Skills you'll gain: Influencing, Persuasive Communication, Strategic Thinking, Negotiation, Communication Strategies, Recognizing Others, Active Listening, Strategic Communication, Game Theory, Empathy, Decision Making, Interactive Learning, Appeals

    4.6 stars, 64 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.6 (64) · Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Michigan

    AI for Autonomous Vehicles and Robotics

    Skills you'll gain: Machine Learning Methods, Machine Learning, Machine Learning Algorithms, Artificial Intelligence and Machine Learning (AI/ML), Transfer Learning, Control Systems, Image Analysis, Robotics, Deep Learning, Computer Vision, Artificial Intelligence, Generative AI, Reinforcement Learning, Algorithms

    4.5 stars, 69 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.5 (69) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • A

    Arizona State University

    Feedback and Coaching For Everyone

    Skills you'll gain: Rapport Building, Growth Mindedness, Recognizing Others, Empathy, Companionship, Relationship Building, Relationship Management, Constructive Feedback, Team Building, Interpersonal Communications, Social Skills, Pedagogy, Friendliness, Leadership, Compassion, Open Mindset, Decision Making, Independent Thinking, Conflict Management, Accountability

    4.7 stars, 180 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.7 (180) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • N

    Northeastern University

    Health Informatics for Healthcare Professionals

    Skills you'll gain: Health Informatics, Health Information Management, Health Systems, Health Technology, Clinical Informatics, Electronic Medical Record System, Health Information Management and Medical Records, Health Care Administration, Data Sharing, Electronic Medical Record, Interoperability, Decision Support Systems, Systems Integration, Data Management, Data Storage, Artificial Intelligence, Emerging Technologies, Digital Transformation

    4.6 stars, 38 reviews, Beginner, Course, 1 - 4 Weeks

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

  • C

    Coursera

    Hands-on Agentic AI: Building Intelligent Agents

    Skills you'll gain: Model Context Protocol, Responsible AI, LangGraph, AI Integrations, AI Workflows, AI Orchestration, Agentic Workflows, LangChain, Generative AI Agents, CrewAI, OpenAI API, Agentic systems, LLM Application, Tool Calling, Case Studies, OpenAI, Governance, Compliance Management, Model Deployment, AI Security

    2.4 stars, 32 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 2.4 (32) · Intermediate · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • I

    Illinois Tech

    Leadership & Organization Design

    Skills you'll gain: Organizational Leadership, Leadership and Management, People Management, Intercultural Competence, Culture Transformation, Team Leadership, Organizational Change, Decision Making, Cultural Diversity, Conflict Management, Business Leadership, Team Management, Leadership Development, Leadership, Virtual Teams, Organizational Development, Strategic Decision-Making, Organizational Structure, Diversity and Inclusion, Business Communication

    4.8 stars, 36 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.8 (36) · Intermediate · Course · 1 - 3 Months

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

    Dartmouth College

    C Programming: Language Foundations - 2

    Skills you'll gain: Computer Programming Tools, C (Programming Language), Programming Principles, Embedded Systems, Software Development Tools, Computer Engineering, Algorithms, Data Structures, Computer Programming, Computational Logic

    4.7 stars, 109 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (109) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Copenhagen

    Urbanisation and Health - Promoting Sustainable Solutions

    Skills you'll gain: Sustainable Development, Public Health, Health Disparities, Community Health, Health Equity, Public Works, Health Policy, Health Promotion, Social Determinants Of Health, Community Development, Sustainable Design, Gerontology, Landscape Architecture, Sanitation, Climate Change Adaptation, Demography, Environmental Issue, Pollution Prevention

    4.8 stars, 173 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.8 (173) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • D

    Dartmouth College

    Digital Transformation for Managers

    Skills you'll gain: Digital Transformation, Customer experience strategy (CX), Data Strategy, Business Transformation, Data-Driven Decision-Making, Analytics, Data Literacy, Business Analytics, Internet Of Things, Cloud Computing, Scalability, Automation, Business Modeling, Technology Strategies, Strategic Decision-Making, Data Analysis, Innovation, Organizational Leadership, Business Metrics, AI Workflows

    4.7 stars, 27 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.7 (27) · Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • C

    Coursera

    GenAI for Business Analysts: Faster Insights

    Skills you'll gain: Process Modeling, Responsible AI, Business Analysis, Business Process Modeling, Business Analytics, Stakeholder Management, Generative AI Agents, Stakeholder Engagement, Stakeholder Communications, Business Workflow Analysis, Business Process Improvement, AI Integrations, Data-Driven Decision-Making, Operational Efficiency, Data Visualization, SQL

    4.6 stars, 34 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.6 (34) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
1…99100101…369

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

  • Critical Thinking & Logic: Real-World Skills: Deep Teaching Solutions
  • Transforming Life and Organizations in the Digital Age: IIMA - IIM Ahmedabad
  • Perspective-Taking: Arizona State University
  • AI for Autonomous Vehicles and Robotics: University of Michigan
  • Feedback and Coaching For Everyone: Arizona State University
  • Health Informatics for Healthcare Professionals: Northeastern University
  • Hands-on Agentic AI: Building Intelligent Agents: Coursera
  • Leadership & Organization Design: Illinois Tech
  • C Programming: Language Foundations - 2: Dartmouth College
  • Urbanisation and Health - Promoting Sustainable Solutions: University of Copenhagen

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