• 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


  • Status: Preview
    Preview
    A

    Aptly

    Land Your Next Role

    Skills you'll gain: Interviewing Skills, Professional Networking, LinkedIn, Goal Setting, Business Writing, Job Analysis, Applicant Tracking Systems, Compensation Analysis, Self-Awareness, Decision Making, Communication Strategies, Communication

    4.7
    Rating, 4.7 out of 5 stars
    ·
    25 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    A

    Adobe

    Multichannel Content Marketing

    Skills you'll gain: Cross-Channel Marketing, Content Marketing, Marketing Analytics, Data Ethics, Data-Driven Decision-Making, Marketing Strategies, Personalized Service, MarTech, Content Strategy, Adobe Express, AI Personalization, Advertising Campaigns, Social Media Campaigns, Driving engagement, Social Media, Emerging Technologies, Market Research, Key Performance Indicators (KPIs), Trend Analysis

    4.8
    Rating, 4.8 out of 5 stars
    ·
    70 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    Universidad de Palermo

    Cómo ser un gran líder

    Skills you'll gain: Decision Making, Time Management, Productivity, Leadership, Conflict Management, Team Leadership, Organizational Leadership, Organizational Skills, Interpersonal Communications, Strategic Decision-Making, Innovation, Change Management, Teamwork, Business Leadership, Strategic Leadership, Communication, Crisis Management, Relationship Building, Delegation Skills, Creativity

    4.9
    Rating, 4.9 out of 5 stars
    ·
    96 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    I

    Imperial College London

    Health Systems Development: Health systems, Policy and Research

    Skills you'll gain: Health Policy, Health Systems, Health Assessment, Health Care, Public Health, Policy Analysis, Health Care Administration, Community Health, Program Evaluation, Research, Case Studies

    4.8
    Rating, 4.8 out of 5 stars
    ·
    86 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    United Cities and Local Governments of Africa

    Planning for Climate Change in African Cities

    Skills you'll gain: Climate Change Adaptation, Climate Change Programs, Climate Change Mitigation, Environmental Policy, Environmental Issue, Social Determinants Of Health, Community Development, Environmental Resource Management, Sustainable Development, Decision Support Systems, Governance, Vulnerability

    4.7
    Rating, 4.7 out of 5 stars
    ·
    128 reviews

    Intermediate · 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, Robotics, Deep Learning, Computer Vision, Artificial Intelligence, Generative AI, Reinforcement Learning, Algorithms

    4.5
    Rating, 4.5 out of 5 stars
    ·
    51 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free
    Free
    G

    Goldman Sachs

    Fundamentals of Financial Planning, with Goldman Sachs 10,000 Women

    Skills you'll gain: Cash Flow Forecasting, Financial Forecasting, Cash Flows, Financial Analysis, Business Planning, Financial Statements, Entrepreneurship, Financial Planning, Financial Management, Business Strategy, Strategic Decision-Making, Strategic Planning

    4.7
    Rating, 4.7 out of 5 stars
    ·
    494 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Minnesota

    Introduction to Predictive Modeling

    Skills you'll gain: Time Series Analysis and Forecasting, Model Evaluation, Predictive Modeling, Data Preprocessing, Regression Analysis, Microsoft Excel, Forecasting, Excel Formulas, Pivot Tables And Charts, Data Transformation, Statistical Modeling, Trend Analysis, Predictive Analytics, Statistical Methods

    4.8
    Rating, 4.8 out of 5 stars
    ·
    141 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    D

    Duke University

    Data Science with R

    Skills you'll gain: Data Ethics, Exploratory Data Analysis, Data-Driven Decision-Making, Logistic Regression, Statistical Modeling, Web Scraping, Ggplot2, Model Evaluation, Data Visualization Software, Predictive Modeling, Tidyverse (R Package), Data Visualization, Data Analysis, Regression Analysis, Responsible AI, Data Transformation, R Programming, Data Science, Data Wrangling, Version Control

    4.8
    Rating, 4.8 out of 5 stars
    ·
    32 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    N

    Northeastern University

    Healthcare Consumerism and Implication for Care Delivery

    Skills you'll gain: Healthcare Industry Knowledge, Health Systems, Value-Based Care, Change Management, Health Care, Health Technology, Patient-centered Care, Consumer Behaviour, Customer experience improvement, Data-Driven Decision-Making, Payment Systems, Innovation

    4.5
    Rating, 4.5 out of 5 stars
    ·
    85 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    M

    Macquarie University

    Management and financial accounting: Know your numbers 1

    Skills you'll gain: Governance, Management Accounting, Budgeting, Financial Modeling, Financial Data, Accounting, Financial Analysis, Forecasting, Financial Acumen, Financial Statement Analysis, Financial Accounting, Financial Statements, Business Acumen, Business Metrics, Business Management, Organizational Strategy, Strategic Decision-Making, Cash Flows

    4.7
    Rating, 4.7 out of 5 stars
    ·
    322 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    Generative AI: Impact on Business and Society

    Skills you'll gain: Consumer Behaviour, Responsible AI, Social Impact, Business Risk Management, Business Operations, Risk Analysis, Operations, Generative AI, AI Security, Environment Health And Safety, Customer experience improvement, Social Sciences, Governance, Leadership and Management

    4.9
    Rating, 4.9 out of 5 stars
    ·
    55 reviews

    Beginner · Course · 1 - 4 Weeks

Searches related to decision tree

decision tree learning
decision tree classifier for beginners in r
build decision trees, svms, and artificial neural networks
master decision trees in r: build, predict & evaluate
1…114115116…234

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

  • Land Your Next Role: Aptly
  • Multichannel Content Marketing: Adobe
  • Cómo ser un gran líder: Universidad de Palermo
  • Health Systems Development: Health systems, Policy and Research: Imperial College London
  • Planning for Climate Change in African Cities: United Cities and Local Governments of Africa
  • AI for Autonomous Vehicles and Robotics: University of Michigan
  • Fundamentals of Financial Planning, with Goldman Sachs 10,000 Women: Goldman Sachs
  • Introduction to Predictive Modeling: University of Minnesota
  • Data Science with R: Duke University
  • Healthcare Consumerism and Implication for Care Delivery : Northeastern University

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

  • Artificial Intelligence (AI)
  • Cybersecurity
  • Data Analytics
  • Digital Marketing
  • English Speaking
  • Generative AI (GenAI)
  • Microsoft Excel
  • Microsoft Power BI
  • Project Management
  • Python

Certificates & Programs

  • Google Cybersecurity Certificate
  • Google Data Analytics Certificate
  • Google IT Support Certificate
  • Google Project Management Certificate
  • Google UX Design Certificate
  • IBM Data Analyst Certificate
  • IBM Data Science Certificate
  • Machine Learning Certificate
  • Microsoft Power BI Data Analyst Certificate
  • UI / UX Design Certificate

Industries & Careers

  • Business
  • Computer Science
  • Data Science
  • Education & Teaching
  • Engineering
  • Finance
  • Healthcare
  • Human Resources (HR)
  • Information Technology (IT)
  • Marketing

Career Resources

  • Career Aptitude Test
  • Examples of Strengths and Weaknesses for Job Interviews
  • High-Income Skills to Learn
  • How Does Cryptocurrency Work?
  • How to Highlight Duplicates in Google Sheets
  • How to Learn Artificial Intelligence
  • Popular Cybersecurity Certifications
  • Preparing for the PMP Certification
  • Signs You Will Get the Job After an Interview
  • What Is Artificial Intelligence?

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
  • Share your Coursera learning story

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