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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


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    IESE Business School

    Gestión de Operaciones

    Skills you'll gain: Operations Management, Process Design, Process Improvement, Business Operations, Operational Efficiency, Workflow Management, Process Management, Performance Improvement, Organizational Strategy, Service Improvement, Inventory Management System, Capacity Management, Resource Utilization, Decision Making

    5
    Rating, 5 out of 5 stars
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    7 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Universitat Autònoma de Barcelona

    Sustainability of Social-Ecological Systems: the Nexus between Water, Energy and Food

    Skills you'll gain: Data Storytelling, Sustainable Systems, Data Literacy, Systems Thinking, Case Studies, Sustainable Development, Quantitative Research, Sustainability Standards, Water Resource Management, Energy and Utilities, Analysis, Environmental Science, Policy Analysis, Social Network Analysis, Environment and Resource Management, Correlation Analysis

    4.5
    Rating, 4.5 out of 5 stars
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    103 reviews

    Intermediate · Course · 1 - 3 Months

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    University of Illinois Urbana-Champaign

    Global Impact: Multiculturalism

    Skills you'll gain: Diversity Marketing, Cultural Diversity, Workplace inclusivity, Consumer Behaviour, Cultural Sensitivity, Global Marketing, Diversity Awareness, Cultural Responsiveness, Marketing, Advertising, Team Leadership, Target Market, Marketing Communications, Marketing Strategies, Branding, Communication Strategies

    Build toward a degree

    4.2
    Rating, 4.2 out of 5 stars
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    19 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Business Operations Support in Google Sheets

    Skills you'll gain: Google Sheets, Data-Driven Decision-Making, Data Analysis, Business Operations, Resource Allocation, Spreadsheet Software, Automation, Management Reporting, Project Controls, Workflow Management, Data Management

    4.7
    Rating, 4.7 out of 5 stars
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    197 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    INSEAD

    Blockchain in Financial Services: Strategic Action Plan

    Skills you'll gain: Blockchain, Business Strategy, Strategic Decision-Making, Work Breakdown Structure, Project Implementation, Project Design, Solution Design, Financial Services, Business Modeling, Competitive Analysis, Market Analysis, Case Studies, Value Propositions, Market Research

    4.4
    Rating, 4.4 out of 5 stars
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    69 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    U

    University of Illinois Urbana-Champaign

    Machine Learning Algorithms with Python in Business Analytics

    Skills you'll gain: Business Analytics, Regression Analysis, Machine Learning Algorithms, Classification And Regression Tree (CART), Applied Machine Learning, Scikit Learn (Machine Learning Library), Unsupervised Learning, Data Processing, Predictive Modeling, Machine Learning, Workflow Management, Python Programming, Supervised Learning

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
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    39 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Whizlabs

    Exam Prep PL-300: Microsoft Power BI Data Analyst Associate

    Skills you'll gain: Power BI, Dashboard, Business Intelligence, Data Presentation, Data Storytelling, Data Visualization Software, Data Transformation, Data Analysis Expressions (DAX), Business Analytics, Data Modeling, Star Schema, Data-Driven Decision-Making, Pivot Tables And Charts, Key Performance Indicators (KPIs), Interactive Data Visualization, Microsoft Power Platform, Microsoft Excel, Data Management, Data Analysis, Advanced Analytics

    4.2
    Rating, 4.2 out of 5 stars
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    16 reviews

    Intermediate · Specialization · 1 - 3 Months

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    Starweaver

    AI Leadership & Strategic Implementation

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

    3.8
    Rating, 3.8 out of 5 stars
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    23 reviews

    Intermediate · Specialization · 1 - 4 Weeks

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    University of Maryland, College Park

    Managing Conflicts with Cultural and Emotional Intelligence

    Skills you'll gain: Persuasive Communication, Emotional Intelligence, Conflict Management, Cultural Diversity, Stakeholder Management, Team Management, Communication, Social Skills, Teamwork, Project Management Institute (PMI) Methodology, Collaboration, Interpersonal Communications, Empathy, Self-Awareness, Decision Making

    5
    Rating, 5 out of 5 stars
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    7 reviews

    Beginner · Course · 1 - 3 Months

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    Tecnológico de Monterrey

    ChatGPT - Uses and Strategies

    Skills you'll gain: ChatGPT, Responsible AI, Data Ethics, Artificial Intelligence, Prompt Engineering, LLM Application, Generative AI, Business Ethics, Ethical Standards And Conduct, Education and Training, Innovation, Creativity, Natural Language Processing, Critical Thinking

    4.6
    Rating, 4.6 out of 5 stars
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    11 reviews

    Beginner · Course · 1 - 4 Weeks

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    LearnKartS

    Master Problem Solving and Critical Thinking

    Skills you'll gain: Critical Thinking, Problem Solving, Growth Mindedness, Creative Thinking, Complex Problem Solving, Creative Problem-Solving, Strategic Thinking, Cognitive flexibility, Brainstorming, Continuous Improvement Process, Systems Thinking, Analytical Skills, Decision Making, Process Analysis, Analysis, Root Cause Analysis, Data-Driven Decision-Making

    5
    Rating, 5 out of 5 stars
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    7 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Whizlabs

    NVIDIA: Fundamentals of Machine Learning

    Skills you'll gain: Unsupervised Learning, Time Series Analysis and Forecasting, Supervised Learning, Machine Learning, Data Processing, Feature Engineering, Artificial Intelligence, Data Cleansing, Deep Learning, Statistical Analysis, Predictive Modeling, Classification And Regression Tree (CART), Regression Analysis

    4.4
    Rating, 4.4 out of 5 stars
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    18 reviews

    Intermediate · Course · 1 - 4 Weeks

Searches related to decision tree

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

  • Gestión de Operaciones: IESE Business School
  • Sustainability of Social-Ecological Systems: the Nexus between Water, Energy and Food: Universitat Autònoma de Barcelona
  • Global Impact: Multiculturalism: University of Illinois Urbana-Champaign
  • Business Operations Support in Google Sheets: Coursera
  • Blockchain in Financial Services: Strategic Action Plan: INSEAD
  • Machine Learning Algorithms with Python in Business Analytics: University of Illinois Urbana-Champaign
  • Exam Prep PL-300: Microsoft Power BI Data Analyst Associate: Whizlabs
  • AI Leadership & Strategic Implementation: Starweaver
  • Managing Conflicts with Cultural and Emotional Intelligence: University of Maryland, College Park
  • ChatGPT - Uses and Strategies: Tecnológico de Monterrey

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Google Cloud Platform (18)
Application Programming Interfaces (17)
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Object-oriented Programming (13)
Kubernetes (10)
List & Label (10)

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