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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
    M

    Multiple educators

    Foundations of Cloud Analytics

    Skills you'll gain: Cloud Solutions, Cloud Security, Data Literacy, System Monitoring, Private Cloud, Data-Driven Decision-Making, Business Analytics, Team Oriented, Exploratory Data Analysis, Data Management, Hybrid Cloud Computing, Data Visualization Software, Virtual Machines, Process Design, Enterprise Security, Data Processing, Data Manipulation, Statistical Software, Data Import/Export, Computer Programming

    4.5 stars, 124 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.5 (124) · Beginner · Specialization · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • U

    University of California, Irvine

    Diversity and Inclusion for HR Professionals

    Skills you'll gain: Diversity Equity and Inclusion Initiatives, Diversity Training, Diversity and Inclusion, Diversity Awareness, Workplace inclusivity, Intercultural Competence, Diversity Programs, Cultural Diversity, Human Resources, Human Resource Strategy, Employee Engagement, Decision Making, Leadership

    4.7 stars, 243 reviews, Beginner, Course, 1 - 4 Weeks

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

  • A

    Alex Genadinik

    Modern Leadership With Emotional Intelligence Specialization - 2026

    Skills you'll gain: Decision Making, Team Motivation, Active Listening, Leadership, Empathy, Strategic Decision-Making, Leadership Development, Decisiveness, Non-Verbal Communication, Drive Engagement, Leadership and Management, Business Leadership, Intercultural Competence, Leadership Studies, Empathy & Emotional Intelligence, Organizational Leadership, Strategic Leadership, Team Leadership, Data-Driven Decision-Making, Emotional Intelligence

    4.2 stars, 9 reviews, Beginner, Specialization, 3 - 6 Months

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

    Status: Free trial
    Free trial
  • N

    National Taiwan University

    機器學習技法 (Machine Learning Techniques)

    Skills you'll gain: Feature Engineering, Autoencoders, Machine Learning Methods, Model Optimization, Deep Learning, Supervised Learning, Regression Analysis, Statistical Machine Learning, Random Forest Algorithm, Decision Tree Learning, Applied Machine Learning, Artificial Neural Networks, Machine Learning Algorithms, Classification Algorithms, Predictive Modeling, Model Training, Dimensionality Reduction, Machine Learning, Embeddings, Model Evaluation

    4.9 stars, 35 reviews, Intermediate, Course, 3 - 6 Months

    ★ 4.9 (35) · Intermediate · Course · 3 - 6 Months

    Category: Preview
    Preview
  • M

    Macquarie University

    Career planning: Your career, your life

    Skills you'll gain: Adaptability, Web Presence, Business Writing, Professional Development, Writing, Digital Brand Strategy, Communication, Proactivity, Personal Development, Professional Networking, digital literacy, Planning, Lifelong Learning, Self-Awareness, Crisis Management, Design Thinking, Branding, Creative Thinking

    4.8 stars, 273 reviews, Mixed, Course, 1 - 3 Months

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

    Status: Free trial
    Free trial
  • H

    Harvard Business Review

    Strengthen Your Business Savvy

    Skills you'll gain: Budget Management, Financial Statements, Business Planning, Generative AI, Strategic Thinking, Business Acumen, Financial Statement Analysis, Critical Thinking, Plan Execution, Financial Acumen, Prompt Engineering, Strategic Decision-Making, Financial Management, Budgeting, Business Leadership, Responsible AI, Strategic Leadership, Data-Driven Decision-Making, Business Modeling, Digital Transformation

    4.7 stars, 50 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.7 (50) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    Unilever

    Using Data Analytics in Supply Chain

    Skills you'll gain: Data Governance, Data Storytelling, Data Presentation, Data Literacy, Presentations, Data Visualization, Supply Chain, Data Management, Supply Chain Management, Data Analysis, Data Analysis Software, Analytics, Data Visualization Software, Data Quality, Data Compilation, Analytical Skills, Data Cleansing, Data Synthesis, Risk Management, Problem Solving

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

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

    Status: Free trial
    Free trial
  • M

    Microsoft

    Generative AI for Software Developers

    Skills you'll gain: GitHub Copilot, Generative AI, Microsoft Copilot, Prompt Engineering, Test Case, Responsible AI, Microsoft Visual Studio, Version Control, Code Review, Data Ethics, GitHub, Prompt Patterns, Microsoft Development Tools, Integrated Development Environments, AI literacy, Software Versioning, AI Integrations, Risking, Software Development Tools, Project Management

    4.3 stars, 245 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.3 (245) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of California, Davis

    Creating Dashboards and Storytelling with Tableau

    Skills you'll gain: Data Storytelling, Dashboard Creation, Data Presentation, Dashboard, Data Visualization, Interactive Data Visualization, Stakeholder Analysis, Tableau Software, Data Visualization Software, Requirements Analysis, Stakeholder Management, Data Cleansing, Stakeholder Engagement, Storyboarding, Data Quality, Data Preprocessing

    4.6 stars, 1.1K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.6 (1.1K) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • I

    IE Business School

    Channel Management and Retailing

    Skills you'll gain: Retail Management, Marketing Channel, Merchandising, Conflict Management, Retail Store Operations, Market Opportunities, Supply Chain, E-Commerce, Market Dynamics, Vendor Relationship Management, Cross-Channel Marketing, Growth Strategies, Supply Chain Planning, Web Presence, Promotional Strategies, Company, Product, and Service Knowledge, Digital Transformation

    4.5 stars, 1.1K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.5 (1.1K) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    Universidad Nacional Autónoma de México

    Introducción a la estrategia

    Skills you'll gain: Organizational Strategy, Governance, Corporate Strategy, Organizational Structure, Business Strategies, Competitive Analysis, Business Management, Business Planning, Business Strategy, Business Ethics, Corporate Sustainability, New Business Development, Environmental Social And Corporate Governance (ESG), Business, Strategic Thinking, Entrepreneurship, Market Analysis, Strategic Decision-Making, Analysis, Stakeholder Analysis

    4.8 stars, 551 reviews, Mixed, Course, 1 - 3 Months

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

    Status: Free trial
    Free trial
  • R

    Rice University

    Principles of Computing (Part 2)

    Skills you'll gain: Computational Thinking, Programming Principles, Algorithms, Data Structures, Theoretical Computer Science, Computer Programming, Program Development, Python Programming, Computer Science, Verification And Validation

    4.8 stars, 365 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.8 (365) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular decision tree courses

  • Foundations of Cloud Analytics: SAS
  • Diversity and Inclusion for HR Professionals: University of California, Irvine
  • Modern Leadership With Emotional Intelligence Specialization - 2026: Alex Genadinik
  • 機器學習技法 (Machine Learning Techniques): National Taiwan University
  • Career planning: Your career, your life: Macquarie University
  • Strengthen Your Business Savvy: Harvard Business Review
  • Using Data Analytics in Supply Chain: Unilever
  • Generative AI for Software Developers: Microsoft
  • Creating Dashboards and Storytelling with Tableau: University of California, Davis
  • Channel Management and Retailing: IE Business School

Skills you can learn in Software Development

Programming Language (34)
Google (25)
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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)

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