• 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


  • T

    Tecnológico de Monterrey

    Liderazgo en la empresa familiar

    Skills you'll gain: Leadership, Organizational Leadership, Business Leadership, Leadership and Management, Governance, Strategic Leadership, Leadership Development, Succession Planning, Organizational Development, Business Management, Business Administration, Organizational Structure, Strategic Thinking, Knowledge Transfer, Business Planning, Business Strategy, Professional Networking, Stakeholder Engagement, Business Economics, Decision Making

    5
    Rating, 5 out of 5 stars
    ·
    6 reviews

    Advanced · Course · 1 - 3 Months

  • H

    Harvard Business Review

    Gain Alignment to Achieve Results

    Skills you'll gain: Delegation Skills, Leadership, Conflict Management, Negotiation, Overcoming Obstacles, Communication Strategies, Communication, Relationship Building, Decision Making

    Intermediate · Course · 1 - 4 Weeks

  • A

    AI Business School

    Practical AI and prompting for management professionals

    Skills you'll gain: Prompt Engineering, Prompt Engineering Tools, Generative AI, Sales, Sales Enablement, AI Personalization, Large Language Modeling, AI literacy, ChatGPT, AI Enablement, Workflow Management, Artificial Intelligence, Brainstorming, Ideation, Innovation, Business Transformation, Content Creation, Key Management

    5
    Rating, 5 out of 5 stars
    ·
    6 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Dynamic Dashboards: Report and Visualize Data

    Skills you'll gain: Dashboard, Dashboard Creation, Data Visualization, Data Presentation, Pivot Tables And Charts, Ad Hoc Reporting, Data Storytelling, Business Intelligence, Data Modeling, Concision, Design Reviews

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Maryland, College Park

    Storytelling and Persuading with Data and Digital Technology

    Skills you'll gain: Data Storytelling, Data Presentation, Data-Driven Decision-Making, Business Transformation, Data Strategy, Strategic Decision-Making, Digital Transformation, Storytelling, Presentations, Proposal Writing, Data Literacy, Persuasive Communication, Analytics, Data Visualization, Customer Insights, Microsoft PowerPoint, Influencing, Data Science, Customer Engagement, Stakeholder Engagement

    5
    Rating, 5 out of 5 stars
    ·
    11 reviews

    Beginner · Course · 1 - 3 Months

  • J

    Johns Hopkins University

    Computing for Cancer Informatics

    Skills you'll gain: Computer Systems, Informatics, Data Processing, Computing Platforms, Health Informatics, Bioinformatics, Data Storage Technologies, Data Storage, Computer Literacy, Computer Hardware, Big Data, Data-Driven Decision-Making, Cloud Computing

    4.6
    Rating, 4.6 out of 5 stars
    ·
    16 reviews

    Beginner · Course · 1 - 3 Months

  • J

    Johns Hopkins University

    Influencing without Authority

    Skills you'll gain: Influencing, Employee Coaching, Coaching, Verbal Communication Skills, Leadership, Communication, Employee Performance Management, Leadership and Management, Leadership Development, Team Leadership, Organizational Leadership, Performance Management, Strategic Decision-Making, Motivational Skills, Decision Making, Constructive Feedback, Culture Transformation, Team Collaboration, Safety Culture, Relationship Management

    Beginner · Course · 1 - 4 Weeks

  • A

    AI CERTs

    AI for Education

    Skills you'll gain: Curriculum Planning, Classroom Management, Curriculum Development, Instructional and Curriculum Design, Teaching, Instructional Strategies, Student Engagement

    Beginner · Course · 1 - 3 Months

  • A

    Alex Genadinik

    SMART Goals And Beyond: Goal Setting Using Latest Research

    Skills you'll gain: Goal Setting, Smart Goals, Professional Development, Personal Development, Planning, Self-Motivation, Motivational Skills, Decision Making, Time Management, Prioritization, Psychology, Human Development, Scientific Methods, Behavioral Management

    Mixed · Course · 1 - 3 Months

  • L

    Logical Operations

    Certified Entry-Level Python Programmer (PCEP)

    Skills you'll gain: Data Structures, Data Processing, Code Reusability, Virtual Machines, Verification And Validation, Program Development, Python Programming, Debugging, Maintainability, Data Manipulation, Virtualization, Programming Principles, Application Development, Scripting, Scripting Languages, Computer Programming, Development Environment, Software Development, Computer Programming Tools, Cross Platform Development

    Beginner · Specialization · 1 - 3 Months

  • C

    Coursera

    How to Conduct a Social Impact Assessment with SROI

    Skills you'll gain: Social Impact, Sustainable Development, Return On Investment, Sustainability Reporting, Needs Assessment, Program Evaluation, Performance Reporting, Project Scoping, Goal Setting, Strategic Communication, Stakeholder Engagement, Accountability

    4.6
    Rating, 4.6 out of 5 stars
    ·
    20 reviews

    Intermediate · Course · 1 - 4 Weeks

  • I

    IESE Business School

    Parte 1: Construyendo tu liderazgo

    Skills you'll gain: Professional Development, Diversity Awareness, Diversity and Inclusion, Workplace inclusivity, Leadership Development, Organizational Leadership, Strategic Leadership, People Development, Leadership, Leadership and Management, Self-Awareness, Decision Making, Goal Setting, Talent Management, Cultural Diversity, Overcoming Obstacles

    5
    Rating, 5 out of 5 stars
    ·
    6 reviews

    Beginner · Course · 1 - 4 Weeks

1…179180181…318

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

  • Liderazgo en la empresa familiar: Tecnológico de Monterrey
  • Gain Alignment to Achieve Results: Harvard Business Review
  • Practical AI and prompting for management professionals: AI Business School
  • Dynamic Dashboards: Report and Visualize Data: Coursera
  • Storytelling and Persuading with Data and Digital Technology: University of Maryland, College Park
  • Computing for Cancer Informatics: Johns Hopkins University
  • Influencing without Authority: Johns Hopkins University
  • AI for Education: AI CERTs
  • SMART Goals And Beyond: Goal Setting Using Latest Research: Alex Genadinik
  • Certified Entry-Level Python Programmer (PCEP): Logical Operations

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