• 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


  • B

    Board Infinity

    Foundations of Management Consulting: Strategies & Tools

    Skills you'll gain: Selling Techniques, Operations, Supply Chain, Business Operations, Supply Management, Marketing, Promotional Strategies, Advertising, Profit and Loss (P&L) Management, Cost Benefit Analysis, Business Analysis Tools, Case Studies, Corporate Strategy, Go To Market Strategy, Market Analysis, Revenue Management, Strategic Marketing, Customer Analysis, Complex Problem Solving

    4.3 stars, 40 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.3 (40) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • F

    Fundação Instituto de Administração

    Gestão de Marca & Crise de Imagem

    Skills you'll gain: Crisis Management, Integrated Marketing Communications, Decision Making, Brand Management, Branding, Strategic Communication, Communication Planning, Brand Strategy, Communication, Communication Strategies, Management Information Systems, Vulnerability, Auditing

    4.8 stars, 90 reviews, Intermediate, Course, 1 - 3 Months

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

    Category: Preview
    Preview
  • D

    Dartmouth College

    Data Analytics for Digital Transformation

    Skills you'll gain: Digital Transformation, Predictive Modeling, Customer experience strategy (CX), Analytics, Predictive Analytics, Simulations, Simulation and Simulation Software, Advanced Analytics, Business Transformation, Scikit Learn (Machine Learning Library), Model Evaluation, Data-Driven Decision-Making, Operations Research, Internet Of Things, Model Training, Ethical Standards And Conduct, Cloud Computing, Data Ethics, Business Analytics, Process Optimization

    4.8 stars, 36 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.8 (36) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    DCF, Comps, and Scenarios: Financial Modeling and Valuation

    Skills you'll gain: Financial Statements, Financial Statement Analysis, Variance Analysis, Dashboard Creation, Resource Utilization, Financial Analysis, Project Finance, Dashboard, Financial Data, Financial Forecasting, Budget Management, Cash Flow Forecasting, Financial Modeling, Capital Budgeting, Microsoft Excel, Budgeting, Competitive Analysis, Business Valuation, Data-Driven Decision-Making, Risk Analysis

    3.8 stars, 9 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 3.8 (9) · Intermediate · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • L

    LearnKartS

    Master Problem Solving and Critical Thinking

    Skills you'll gain: Critical Thinking and Problem Solving, Problem Solving, Critical Thinking, Creative Thinking, Growth Mindedness, Complex Problem Solving, Creative Problem-Solving, Ideation, Strategic Thinking, Decision Making, Continuous Improvement Process, Analysis, Root Cause Analysis, Data-Driven Decision-Making

    4.7 stars, 15 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (15) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Maryland, College Park

    Foundations of Digital Marketing

    Skills you'll gain: Search Engine Marketing, Pay Per Click Advertising, Data-Driven Marketing, Marketing Analytics, Search Engine Optimization, Web Analytics, Web Analytics and SEO, Online Advertising, Data Presentation, Analytics, Model Evaluation, Digital Marketing, Apache Hadoop, Digital Advertising, Digital Marketing Tools, Machine Learning Methods, AI Personalization, Advertising, Social Media Strategy, Predictive Modeling

    4.6 stars, 33 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.6 (33) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • P

    Politecnico di Milano

    Project Management: Control using the Earned Value and Risk

    Skills you'll gain: Project Controls, Project Risk Management, Project Closure, Earned Value Management, Risk Management, Cost Management, Risk Control, Cost Control, Project Management Life Cycle, Project Management, Risk Mitigation, Project Implementation, Project Accounting, Risk Analysis, Project Performance, Project Estimation, Planning, Business Management, Performance Metric, Forecasting

    4.8 stars, 120 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • C

    Coursera

    Generative AI for Sales

    Skills you'll gain: Prompt Engineering, Sales Strategy, Sales Pipelines, AI Personalization, Sales Operations, Responsible AI, Lead Generation, Sales Development, Competitive Analysis, Sales Management, Marketing Automation, Customer Relationship Management (CRM) Software, Account Management, Business Process Automation, Business Intelligence, Workflow Management, Market Analysis, Data-Driven Decision-Making, Forecasting, Artificial Intelligence

    4 stars, 40 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4 (40) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Pennsylvania

    Applying to College 101

    Skills you'll gain: Organizational Skills, Student Support and Services, Higher Education, Planning, Personal Attributes, Family Support, Self-Awareness, Decision Making, Personal Development, Resourcefulness, Goal Setting, Research

    4.8 stars, 19 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.8 (19) · Beginner · Course · 1 - 3 Months

    Category: Free
    Free
  • U

    University of Cambridge

    Financial Accounting and Capital Markets

    Skills you'll gain: Accrual Accounting, Accruals, Financial Accounting, Financial Modeling, Accounting, Equities, Finance, Financial Market, Capital Markets, Capital Expenditure, Financial Analysis, Financial Reporting, Sustainable Business, Corporate Sustainability, Depreciation, Securities (Finance), Financial Statements, Cash Flows, Loans, Strategic Decision-Making

    4.6 stars, 11 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.6 (11) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Washington

    Machine Teaching for Autonomous AI

    Skills you'll gain: Decision Intelligence, Data Storytelling, Model Training, Automation, Decision Support Systems, AI Product Strategy, Artificial Intelligence, Machine Learning, Innovation, Algorithms, Analysis

    4.7 stars, 47 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (47) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • N

    National Taiwan University

    實驗經濟學 (Experimental Economics: Behavioral Game Theory)

    Skills you'll gain: Strategic Thinking, Game Theory, Experimentation, Behavioral Economics, Negotiation, Strategic Decision-Making, Research Design, Economics, Science and Research, Scientific Methods, Decision Making, Social Sciences, Analysis

    4.8 stars, 81 reviews, Mixed, Course, 1 - 3 Months

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

    Category: Preview
    Preview
1…127128129…371

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

  • Foundations of Management Consulting: Strategies & Tools: Board Infinity
  • Gestão de Marca & Crise de Imagem: Fundação Instituto de Administração
  • Data Analytics for Digital Transformation: Dartmouth College
  • DCF, Comps, and Scenarios: Financial Modeling and Valuation: Coursera
  • Master Problem Solving and Critical Thinking: LearnKartS
  • Foundations of Digital Marketing: University of Maryland, College Park
  • Project Management: Control using the Earned Value and Risk: Politecnico di Milano
  • Generative AI for Sales: Coursera
  • Applying to College 101: University of Pennsylvania
  • Financial Accounting and Capital Markets: University of Cambridge

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
© 2026 Coursera Inc. All rights reserved.
  • Coursera Facebook
  • Coursera Linkedin
  • Coursera Twitter
  • Coursera YouTube
  • Coursera Instagram
  • Coursera TikTok