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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
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    C

    Columbia University

    Attaining Higher Education

    Skills you'll gain: Higher Education, Personal Development, Self-Awareness, Academic Advising, Goal Setting, Decision Making, Student Services, Planning, Research, Organizational Skills

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Transforming Communities

    Skills you'll gain: Systems Thinking, Needs Assessment, Community Development, Sustainable Development, Corporate Sustainability, Diversity and Inclusion, Organizational Change, Strategic Thinking, Environmental Social And Corporate Governance (ESG), Stakeholder Engagement, Project Management, Communication Strategies, Decision Making

    4.6
    Rating, 4.6 out of 5 stars
    ·
    55 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Game-Theoretic Solution Concept with Spreadsheets

    Skills you'll gain: Game Theory, Strategic Decision-Making, Strategic Thinking, Decision Making, Systems Thinking, Complex Problem Solving, Spreadsheet Software

    4.6
    Rating, 4.6 out of 5 stars
    ·
    62 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    U

    Universitat Autònoma de Barcelona

    Kit básico (para evitar los errores más frecuentes) de finanzas

    Skills you'll gain: Risk Management, Behavioral Economics, Asset Protection, Loans, Financial Planning, Finance, Budgeting, General Finance, Consumer Behaviour, Security Awareness, Psychology, Decision Making

    4.6
    Rating, 4.6 out of 5 stars
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    143 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
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    I

    IBM

    Machine Learning Introduction for Everyone

    Skills you'll gain: Predictive Modeling, Machine Learning, Supervised Learning, Data Science, Artificial Intelligence, Deep Learning, Classification And Regression Tree (CART), Unsupervised Learning, Reinforcement Learning, Performance Metric

    4.5
    Rating, 4.5 out of 5 stars
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    297 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Illinois Urbana-Champaign

    Corporate Strategy

    Skills you'll gain: Stakeholder Management, Corporate Strategy, Mergers & Acquisitions, Corporate Sustainability, Business Strategy, Global Marketing, Business, Strategic Thinking, Organizational Strategy, Environmental Social And Corporate Governance (ESG), Governance, Strategic Partnership, Corporate Finance, Business Ethics, Value Propositions, Growth Strategies, New Business Development, Strategic Decision-Making, Resource Allocation, Innovation

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
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    1.2K reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Pennsylvania

    ESG Risks and Opportunities

    Skills you'll gain: Environmental Social And Corporate Governance (ESG), Risk Management, Case Studies, Business Risk Management, Stakeholder Management, Corporate Sustainability, Investment Management, Portfolio Management, Investments, Financial Analysis, Return On Investment, Sustainable Business, Governance

    4.6
    Rating, 4.6 out of 5 stars
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    773 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    R

    Rice University

    Biases and Portfolio Selection

    Skills you'll gain: Behavioral Economics, Portfolio Management, Investments, Wealth Management, Financial Market, Investment Management, Asset Management, Consumer Behaviour, Market Dynamics, Market Trend, Capital Markets, Decision Making, Finance, Market Analysis, Equities, Financial Analysis, Psychology, Performance Analysis

    4.6
    Rating, 4.6 out of 5 stars
    ·
    281 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Politecnico di Milano

    Project Management: Beyond planning and control

    Skills you'll gain: Organizational Structure, Project Management, Innovation, Team Management, Project Coordination, Business Priorities, Business Process Management, Conflict Management, Change Management, Decision Making

    4.8
    Rating, 4.8 out of 5 stars
    ·
    191 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Developing a Google SRE Culture

    Skills you'll gain: Site Reliability Engineering, Safety Culture, Culture Transformation, CI/CD, Service Level, System Implementation, Performance Measurement, Data-Driven Decision-Making, Organizational Structure, Incident Management, Automation, Change Management, Goal Setting

    4.7
    Rating, 4.7 out of 5 stars
    ·
    911 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
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    U

    University of Michigan

    قيادة الفرق

    Skills you'll gain: Team Management, Team Building, Team Leadership, Team Motivation, Conflict Management, Collaboration, Performance Management, Drive Engagement, Organizational Structure, Innovation, Diversity and Inclusion, Decision Making, Coordination, Creativity

    4.8
    Rating, 4.8 out of 5 stars
    ·
    719 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Illinois Urbana-Champaign

    Introduction to Applied Business Analytics

    Skills you'll gain: Business Analysis, Analytics, Data Analysis, Data-Driven Decision-Making, Data Presentation, Python Programming

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
    ·
    308 reviews

    Beginner · Course · 1 - 4 Weeks

Searches related to decision tree

decision tree classifier for beginners in r
build decision trees, svms, and artificial neural networks
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1…697071…210

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

  • Attaining Higher Education: Columbia University
  • Transforming Communities: University of Colorado Boulder
  • Game-Theoretic Solution Concept with Spreadsheets: Coursera
  • Kit básico (para evitar los errores más frecuentes) de finanzas: Universitat Autònoma de Barcelona
  • Machine Learning Introduction for Everyone: IBM
  • Corporate Strategy: University of Illinois Urbana-Champaign
  • ESG Risks and Opportunities: University of Pennsylvania
  • Biases and Portfolio Selection: Rice University
  • Project Management: Beyond planning and control: Politecnico di Milano
  • Developing a Google SRE Culture: Google Cloud

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Application Programming Interfaces (17)
Data Structure (16)
Problem Solving (14)
Object-oriented Programming (13)
Kubernetes (10)
List & Label (10)

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