• 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: New
    New
    Status: Free Trial
    Free Trial
    E

    EDUCBA

    Investment Portfolio Analytics and Risk Management

    Skills you'll gain: Portfolio Risk, Portfolio Management, Derivatives, Investment Management, Asset Management, Investments, Equities, Risk Management, Financial Management, Financial Market, Financial Trading, Risk Mitigation, Market Data, Data Import/Export, Financial Data, Return On Investment, Data Entry, Financial Analysis, Data Maintenance, Financial Reporting

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    Master & Apply Advanced SAS Programming Techniques

    Skills you'll gain: Sampling (Statistics), SAS (Software), Data Integration, Change Control, Statistical Programming, Statistical Methods, Data Manipulation, Data Mapping, Data Processing, Data Management, Data Transformation, Data Governance, Transaction Processing, Version Control

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    EDUCBA

    Market Risk, VaR & Investment Strategies

    Skills you'll gain: Portfolio Risk, Portfolio Management, Investment Management, Bank Regulations, Due Diligence, Risk Modeling, Governance Risk Management and Compliance, Market Liquidity, Risk Management Framework, Financial Regulation, Risk Control, Investments, Risk Management, Financial Modeling, Market Dynamics, Verification And Validation, Asset Management, Model Evaluation, Finance, Derivatives

    Mixed · Course · 1 - 3 Months

  • C

    Coursera

    Data Querying in C#: Ecommerce Analytics API

    Skills you'll gain: Relational Databases, API Design, ASP.NET, Object-Relational Mapping, Databases, Query Languages, Back-End Web Development, Restful API, SQL, Data Access, Data Manipulation, C# (Programming Language)

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Collect Feedback Easily

    Skills you'll gain: Collaborative Software, User Feedback, Constructive Feedback, Discussion Facilitation, Technical Communication, Document Management, Decision Making, Content Strategy

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    EDUCBA

    Bond and Equity Valuation Strategies

    Skills you'll gain: Portfolio Management, Equities, Investment Management, Financial Modeling, Securities (Finance), Financial Market, Portfolio Risk, Business Valuation, Capital Markets, Investments, Return On Investment, Financial Analysis, Risk Modeling, Risk Analysis, Risk Management, Cash Flows

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Pearson

    AWS Developer: Unit 6

    Skills you'll gain: Amazon Web Services, Command-Line Interface, Cloud Deployment, Cloud Infrastructure, Public Cloud, Cloud Platforms, Cloud Computing, Application Deployment, Cloud Services, Version Control

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    EDUCBA

    Hedge Fund Risk Analysis and Stress Testing

    Skills you'll gain: Portfolio Risk, Risk Modeling, Risk Analysis, Hedge Accounting, Risk Management, Investment Management, Portfolio Management, Risk Management Framework, Performance Stress Testing, Market Liquidity, Investments, Financial Services, Correlation Analysis, Case Studies, General Finance, International Finance, Statistical Methods

    Mixed · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Spark Instant Rapport

    Skills you'll gain: B2B Sales, Rapport Building, Sales Development, Sales, Sales Training, Phone Sales, Customer Engagement, Sales Prospecting, Relationship Building, Customer Relationship Management (CRM) Software, Customer Relationship Management, Customer Relationship Building, Outbound Calls, Data-Driven Decision-Making, Performance Metric, Performance Measurement, Key Performance Indicators (KPIs)

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Responsible AI, Explainability & Deployment

    Skills you'll gain: Decision Intelligence, Responsible AI, Apache Kafka, Data Ethics, Operations Research, Data Pipelines, Model Deployment, Apache Spark, Real Time Data, Revenue Management, Supply Chain Planning, Supply Chain, Logistics, Compliance Management, Information Privacy, People Analytics, Law, Regulation, and Compliance, Regulatory Compliance, General Data Protection Regulation (GDPR), Python Programming

    Intermediate · Course · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    B

    Board Infinity

    Building Agile Brand Ecosystems: Data, Culture & Growth

    Skills you'll gain: Dashboard, Brand Management, Brand Strategy, Brand Marketing, Branding, Analytics, Governance, Strategic Marketing, Brand Awareness, Performance Measurement, Brand Loyalty, Digital Brand Strategy, Agile Methodology, Marketing Strategies, Data-Driven Marketing, Intercultural Competence, Sustainable Business, Experience Design, Customer experience improvement, Corporate Sustainability

    Advanced · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    EDUCBA

    Critical Path and Schedule Management

    Skills you'll gain: Project Schedules, Scheduling, Project Controls, Project Planning, Timelines, Project Performance, Project Management, Project Estimation, Performance Metric, Performance Analysis, Performance Measurement, Resource Allocation, Performance Management, Network Model, Dependency Analysis, Estimation, Risk Analysis

    Mixed · Course · 1 - 3 Months

1…350351352…363

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

  • Investment Portfolio Analytics and Risk Management: EDUCBA
  • Master & Apply Advanced SAS Programming Techniques: EDUCBA
  • Market Risk, VaR & Investment Strategies: EDUCBA
  • Data Querying in C#: Ecommerce Analytics API: Coursera
  • Collect Feedback Easily: Coursera
  • Bond and Equity Valuation Strategies: EDUCBA
  • AWS Developer: Unit 6: Pearson
  • Hedge Fund Risk Analysis and Stress Testing: EDUCBA
  • Spark Instant Rapport: Coursera
  • Responsible AI, Explainability & Deployment: Coursera

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