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  • 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


  • S

    SkillUp

    Statistical Analysis and Data Modeling in Healthcare

    Skills you'll gain: Statistical Hypothesis Testing, Clinical Research, Clinical Data Management, Data Analysis, Analytics, Machine Learning Methods, Healthcare Ethics, Data Literacy, Health Informatics, Regression Analysis, Descriptive Analytics, Predictive Analytics, Machine Learning Software, Supervised Learning, Statistical Analysis, Data Analysis Software, Statistics, Statistical Machine Learning, Decision Tree Learning, Random Forest Algorithm

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Michigan

    GenAI in Business: Planning Framework for Implementation

    Skills you'll gain: Generative AI, AI Product Strategy, AI Enablement, Data Integration, Business Analysis, Data Quality, Technology Roadmaps, Business Solutions, Business Transformation, Business Strategy, Stakeholder Communications, Process Analysis, Decision Making, Stakeholder Engagement

    4.8 stars, 39 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • A

    Alex Genadinik

    Personal Development And Business Productivity - 2026

    Skills you'll gain: Habit Formation, Empathy, Strategic Decision-Making, Productivity, Decisiveness, Self-Motivation, Time Management, Stress Management, Self-Discipline, Creativity, Mental Concentration, Growth Mindedness, Logical Reasoning, Empathy & Emotional Intelligence, Data-Driven Decision-Making, Emotional Intelligence, Strategic Thinking, Strategic Prioritization, Personal Development, Resilience

    4.2 stars, 35 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.2 (35) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • S

    SkillsBooster Academy

    Introduction to AI for Beginners

    Skills you'll gain: Prompt Engineering, Responsible AI, Large Language Modeling, AI literacy, Generative AI, AI Personalization, AI powered creativity, Artificial Intelligence, Email Automation, LLM Application, Data Ethics, ChatGPT, AI Workflows, Artificial Intelligence and Machine Learning (AI/ML), Content Creation, Personal Development, Productivity, Photo/Video Production and Technology, Creative Thinking, Organizational Skills

    4.8 stars, 95 reviews, Beginner, Course, 1 - 3 Months

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

    Category: New
    New
    Status: Free trial
    Free trial
  • C

    Coursera

    Game-Theoretic Solution Concept with Spreadsheets

    Skills you'll gain: Game Theory, Strategic Decision-Making, Strategic Thinking, Decision Making, Operations Research, Competitive Analysis, Spreadsheet Software

    4.6 stars, 66 reviews, Intermediate, Guided Project, Less Than 2 Hours

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

    Category: Free
    Free
  • L

    L&T EduTech

    Project Management in Construction

    Skills you'll gain: Scope Management, Stakeholder Management, Project Schedules, Project Risk Management, Environment Health And Safety, Work Breakdown Structure, Project Scoping, Earned Value Management, Feasibility Studies, Risk Analysis, Quality Management, Communication Planning, Procurement, Stakeholder Engagement, Cost Estimation, Scheduling, Cost Management, Project Management Life Cycle, Contract Management, Communication Strategies

    4.7 stars, 83 reviews, Advanced, Specialization, 1 - 3 Months

    ★ 4.7 (83) · Advanced · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • S

    STARWEAVER

    AI Leadership & Strategic Implementation

    Skills you'll gain: Responsible AI, Organizational Change, AI Product Strategy, Operational Efficiency, AI Enablement, Stakeholder Engagement, Technology Roadmaps, Change Management, Google Gemini, Business Strategy, Generative AI, Corporate Strategy, Corporate Communications, Enterprise Security, Corporate Sustainability, Prompt Engineering, Business Communication, Communication Strategies, Marketing Strategy and Techniques, Communication

    4 stars, 47 reviews, Intermediate, Specialization, 1 - 4 Weeks

    ★ 4 (47) · Intermediate · Specialization · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • L

    London Business School

    New Ways of Working in an AI World

    Skills you'll gain: AI Enablement, Artificial Intelligence and Machine Learning (AI/ML), Leadership Studies, Business Leadership, Organizational Leadership, Responsible AI, Business Transformation, Artificial Intelligence, Data Strategy, Digital Transformation, Communication, Stakeholder Communications, Technology Strategies, AI Integrations, Business Strategy, Business Ethics, Machine Learning, Scalability, Case Studies, Decision Making

    4.6 stars, 56 reviews, Intermediate, Course, 1 - 3 Months

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

    Status: Free trial
    Free trial
  • U

    University of Maryland, College Park

    Establishing Product-Market Fit

    Skills you'll gain: Competitive Analysis, Value Propositions, Target Market, Target Audience, Product Improvement, Product Management, User Experience, Product Development, Product Design, Product Strategy, Customer Analysis, Product Planning, Agile Product Development, Market Analysis, Product Requirements, User Feedback, Product Testing, Continuous Improvement Process, Needs Assessment, Ideation

    4.6 stars, 91 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.6 (91) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    SQL for Data Science (and Version Control with GitHub)

    Skills you'll gain: SQL, Database Design, Database Management, Data Analysis, Relational Databases, Data Cleansing, Data Transformation, Version Control, Data Manipulation, Query Languages, AI Integrations, Analytics, GitHub, Analysis, Software Versioning, Git (Version Control System), Performance Tuning, Data Integrity

    3.9 stars, 23 reviews, Beginner, Course, 1 - 3 Months

    ★ 3.9 (23) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • S

    S.P. Jain Institute of Management and Research

    Data Analysis

    Skills you'll gain: Descriptive Statistics, Data Analysis, Analytics, Analysis, Quantitative Research, Sampling (Statistics), Probability & Statistics, Data Literacy, Data Analysis Software, Descriptive Analytics, Business Analytics, Analytical Skills, Business Mathematics, Statistical Analysis, Statistics, Business Research, Regression Analysis, Data-Driven Decision-Making, Statistical Methods, Statistical Hypothesis Testing

    4.5 stars, 25 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.5 (25) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • U

    United Cities and Local Governments of Africa

    Financing Infrastructure in African Cities

    Skills you'll gain: Project Finance, Risk Management, Finance, Financial Policy, Risk Analysis, Fiscal Management, Capital Expenditure, Decision Making, Financial Systems, Economic Development, Sustainable Development, Tax, Revenue Management, Governance, Stakeholder Engagement

    4.6 stars, 59 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.6 (59) · Beginner · Course · 1 - 3 Months

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

  • Statistical Analysis and Data Modeling in Healthcare: SkillUp
  • GenAI in Business: Planning Framework for Implementation: University of Michigan
  • Personal Development And Business Productivity - 2026: Alex Genadinik
  • Introduction to AI for Beginners: SkillsBooster Academy
  • Game-Theoretic Solution Concept with Spreadsheets: Coursera
  • Project Management in Construction: L&T EduTech
  • AI Leadership & Strategic Implementation: STARWEAVER
  • New Ways of Working in an AI World: London Business School
  • Establishing Product-Market Fit: University of Maryland, College Park
  • SQL for Data Science (and Version Control with GitHub): Coursera

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Object-oriented Programming (13)
Kubernetes (10)
List & Label (10)

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