• 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


  • E

    Edureka

    Mastering Angular Development

    Skills you'll gain: Angular, Application Deployment, JavaScript Frameworks, Software Testing, Test Tools, Web Development Tools, Unit Testing, Application Performance Management, CI/CD, Continuous Integration, Web Applications, TypeScript, Ajax, Application Lifecycle Management, Secure Coding, Web Development, Code Coverage, Software Architecture, Command-Line Interface, Version Control

    ★ 4.2 (17) · Intermediate · Specialization · 1 - 3 Months

  • C

    Coursera

    Design & Present Responsible AI Solutions

    Skills you'll gain: Responsible AI, Data Ethics, Data Storytelling, Data Presentation, Presentations, Technical Communication, Artificial Intelligence, Stakeholder Communications, AI literacy, Storytelling, Accountability Frameworks, Ethical Standards And Conduct, Accountability, Risk Mitigation, Communication Strategies, Design, Stakeholder Analysis, Model Evaluation, Risk Management, Project Documentation

    Intermediate · Course · 1 - 4 Weeks

  • S

    S.P. Jain Institute of Management and Research

    Journey Towards Self Mastery

    Skills you'll gain: Emotional Intelligence, Empathy & Emotional Intelligence, Empathy, Self-Awareness, Personal Development, Mindfulness, Meditation & Breathwork, Composure, Cognitive flexibility, Decision Making

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Validating Your Startup Idea with MVP Experiment Canvas

    Skills you'll gain: Target Market, Target Audience, Customer Analysis, Market Opportunities, Entrepreneurship, Value Propositions, Performance Metric, Process Validation, Performance Measurement, Risk Analysis, Strategic Decision-Making, Business Modeling, Feasibility Studies, Business Analysis, Data-Driven Decision-Making, New Product Development, Case Studies, Innovation, FinTech, Leadership

    ★ 4.6 (7) · Intermediate · Guided Project · Less Than 2 Hours

  • E

    EDUCBA

    Credit Risk Modeling & its Application in Banks

    Skills you'll gain: Credit Risk, Risk Modeling, Financial Modeling, Risk Management, Bank Regulations, Regulatory Compliance, Financial Regulation, Financial Analysis

    ★ 4.5 (23) · Beginner · Course · 1 - 4 Weeks

  • J

    Johns Hopkins University

    Applied Machine Learning

    Skills you'll gain: Computer Vision, Model Evaluation, PyTorch (Machine Learning Library), Supervised Learning, Unsupervised Learning, Image Analysis, Applied Machine Learning, Data Preprocessing, Dimensionality Reduction, Machine Learning Methods, Reinforcement Learning, Feature Engineering, Machine Learning Algorithms, Convolutional Neural Networks, Regression Analysis, Data Processing, Model Training, Machine Learning, Deep Learning, Model Optimization

    ★ 3.4 (16) · Intermediate · Specialization · 3 - 6 Months

  • U

    University of Glasgow

    Leading Corporate-Wide Digital Transformations - SBL 3

    Skills you'll gain: Digital Transformation, Business Transformation, Innovation, Business Leadership, Cross-Functional Collaboration, Strategic Leadership, Cross-Functional Team Leadership, Organizational Leadership, Organizational Development, Leadership, Organizational Change, Leadership and Management, Strategic Thinking, Organizational Strategy, Corporate Strategy, Business, Business Strategy, Strategic Decision-Making, Business Management, Business Planning

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

  • E

    Edureka

    Applied Machine Learning with Python

    Skills you'll gain: Model Evaluation, Supervised Learning, Machine Learning Methods, AI Personalization, Classification Algorithms, Machine Learning, Model Training, Logistic Regression, Model Optimization, Data Analysis, Driving engagement, Persona (User Experience)

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Introducción a Git y GitLab

    Skills you'll gain: Version Control, GitLab, Continuous Integration, Software Versioning, CI/CD, Git (Version Control System), Collaborative Software, Javascript

    ★ 4.2 (19) · Beginner · Guided Project · Less Than 2 Hours

  • S

    SkillUp

    Practice Test for CompTIA Data+ Certification

    Skills you'll gain: Data Visualization, Analysis

    ★ 5 (9) · Advanced · Course · 1 - 4 Weeks

  • N

    National Taiwan University

    農企業管理學 (Agribusiness Management)

    Skills you'll gain: Production Planning, Financial Management, Production Management, Financial Analysis, Economics, Capital Budgeting, Business Management, Marketing, Marketing Strategies, Promotional Strategies, Advertising, Business Economics, Business Operations, Business Planning, Consumer Behaviour, Cash Flows, Supply Chain Management, Market Research, Decision Making

    Beginner · Course · 1 - 3 Months

  • N

    Niel Asher Education

    Sports Massage Therapist

    Skills you'll gain: Patient Communication, Injury Prevention, Exercise Science, Physical Therapy, Human Musculoskeletal System, Kinesiology, General Medicine, Family Medicine, Mobility Assistance, Health And Wellness Coaching, Health Care, Pathology, Human Relations Movement

    Intermediate · Specialization · 3 - 6 Months

1…190191192…311

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

  • Mastering Angular Development: Edureka
  • Design & Present Responsible AI Solutions: Coursera
  • Journey Towards Self Mastery: S.P. Jain Institute of Management and Research
  • Validating Your Startup Idea with MVP Experiment Canvas: Coursera
  • Credit Risk Modeling & its Application in Banks: EDUCBA
  • Applied Machine Learning: Johns Hopkins University
  • Leading Corporate-Wide Digital Transformations - SBL 3: University of Glasgow
  • Applied Machine Learning with Python: Edureka
  • Introducción a Git y GitLab: Coursera
  • Practice Test for CompTIA Data+ Certification: SkillUp

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