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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: Free Trial
    Free Trial
    U

    University of Alberta

    Fundamentals of Reinforcement Learning

    Skills you'll gain: Reinforcement Learning, Machine Learning, Machine Learning Algorithms, Artificial Intelligence, Markov Model, Algorithms, Probability Distribution

    4.8
    Rating, 4.8 out of 5 stars
    Ā·
    2.9K reviews

    Intermediate Ā· Course Ā· 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    R

    Real Madrid Graduate School Universidad Europea

    IA en salud y prevención de lesiones

    Skills you'll gain: AI Personalization, Medical Equipment and Technology, AI Enablement, Risk Modeling, Health Systems, Artificial Intelligence and Machine Learning (AI/ML), Physical Stamina, Accident Prevention, Predictive Modeling, Healthcare Ethics, Pediatrics, Emerging Technologies, Load Balancing, Real Time Data, Health Education, Machine Learning, Child Health, Biomedical Engineering, Data Modeling, Child Development

    Beginner Ā· Specialization Ā· 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    K

    Knowledge Accelerators

    Dive Deeper into Data-Driven Decisions with Power BI

    Skills you'll gain: Power BI, Data Visualization, Dashboard, Data Presentation, Business Intelligence, Data Modeling, Data Import/Export, Interactive Data Visualization, Data Transformation, Data Visualization Software, Data Analysis Expressions (DAX), Data Storytelling, Pivot Tables And Charts, Data-Driven Decision-Making, Data Cleansing, Microsoft 365, Microsoft Teams, Key Performance Indicators (KPIs)

    Beginner Ā· Course Ā· 1 - 3 Months

  • Status: Free Trial
    Free Trial
    L

    Ludwig-Maximilians-Universität München (LMU)

    Competitive Strategy

    Skills you'll gain: Business Strategy, Game Theory, Strategic Thinking, Competitive Analysis, Strategic Partnership, Product Strategy, Strategic Decision-Making, New Product Development, Market Analysis, Innovation

    4.8
    Rating, 4.8 out of 5 stars
    Ā·
    3.1K reviews

    Mixed Ā· Course Ā· 1 - 3 Months

  • Status: New
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    Free Trial
    R

    Real Madrid Graduate School Universidad Europea

    Future of data and technology in football

    Skills you'll gain: Applied Machine Learning, Image Analysis, Computer Vision, Analytics, Real Time Data, AI Enablement, Reinforcement Learning, Large Language Modeling, Advanced Analytics, Data-Driven Decision-Making, AI Workflows, Machine Learning, Artificial Intelligence, Analysis, Automation, Supervised Learning, Natural Language Processing, Data Presentation, Innovation, Data Collection

    Beginner Ā· Course Ā· 1 - 4 Weeks

  • Status: New
    New
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    Free Trial
    C

    Coursera

    Optimize and Evaluate Your No-Code Automation

    Skills you'll gain: Performance Tuning, No-Code Development, Business Process Automation, Operational Analysis, Automation, Performance Analysis, Process Improvement and Optimization, System Monitoring, Business Workflow Analysis, Process Optimization, Operational Efficiency, Maintainability, Workflow Management, Project Performance, Scalability, Analysis, Solution Architecture, Data-Driven Decision-Making, Strategic Decision-Making, System Implementation

    Intermediate Ā· Course Ā· 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    V

    Vanderbilt University

    Generative AI & AI Agent Organizational Strategy for Leaders

    Skills you'll gain: AI Enablement, Agentic systems, Workforce Management, Scalability, Workforce Planning, Solution Design

    4.4
    Rating, 4.4 out of 5 stars
    Ā·
    12 reviews

    Beginner Ā· Course Ā· 1 - 3 Months

  • Status: Free Trial
    Free Trial
    M

    Michigan State University

    Become a Journalist: Report the News!

    Skills you'll gain: Interviewing Skills, Journalism, Media and Communications, Multimedia, Driving engagement, Electronic Media, Report Writing, Investigation, Research, Storytelling, Peer Review, Content Creation, Ethical Standards And Conduct, International Relations, Data Collection, Oral Expression, Rapport Building, Photo/Video Production and Technology, Decision Making, Writing

    4.7
    Rating, 4.7 out of 5 stars
    Ā·
    1.7K reviews

    Beginner Ā· Specialization Ā· 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    A

    Alex Genadinik

    Create An AI Agent With Replit That Automates Your Sales

    Skills you'll gain: Generative AI Agents, Email Automation, Vibe coding, Agentic Workflows, Agentic systems, AI Workflows, AI Orchestration, Sales Process, Marketing Automation, HubSpot CRM, Sales Enablement, Sales Pipelines, Software As A Service, Sales Development, Lead Generation, Business Development, Prompt Engineering, New Business Development, Application Deployment, Campaign Management

    Mixed Ā· Course Ā· 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    A

    Alex Genadinik

    Prompt Engineering For New Professionals

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Multimodal Prompts, Data Ethics, AI Enablement, Large Language Modeling, Generative AI, Target Audience

    Mixed Ā· Course Ā· 1 - 4 Weeks

  • Status: New
    New
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    C

    Coursera

    CMO Excellence: Leading Marketing Teams for Impact

    Skills you'll gain: Customer experience strategy (CX), Marketing Effectiveness, Growth Strategies, Marketing Analytics, Customer Insights, Cross-Functional Collaboration, Strategic Marketing, Marketing Strategies, Business Leadership, Marketing Management, Brand Strategy, Data-Driven Decision-Making, Performance Measurement, Innovation, Thought Leadership, Integrated Marketing Communications, Team Motivation

    Intermediate Ā· Course Ā· 1 - 4 Weeks

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

    Coursera

    Optimize Meetings: Boost Team Productivity

    Skills you'll gain: Meeting Facilitation, Team Performance Management, Productivity, Time Management, Calendar Management, Business Workflow Analysis, Performance Analysis, Process Optimization, Process Development, Business Metrics, Drive Engagement, Data-Driven Decision-Making, Consolidation, Scheduling, Auditing, Proposal Development

    Beginner Ā· Course Ā· 1 - 4 Weeks

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

  • Fundamentals of Reinforcement Learning:Ā University of Alberta
  • IA en salud y prevención de lesiones:Ā Real Madrid Graduate School Universidad Europea
  • Dive Deeper into Data-Driven Decisions with Power BI:Ā Knowledge Accelerators
  • Competitive Strategy:Ā Ludwig-Maximilians-UniversitƤt München (LMU)
  • Future of data and technology in football :Ā Real Madrid Graduate School Universidad Europea
  • Optimize and Evaluate Your No-Code Automation:Ā Coursera
  • Generative AI & AI Agent Organizational Strategy for Leaders:Ā Vanderbilt University
  • Become a Journalist: Report the News!:Ā Michigan State University
  • Create An AI Agent With Replit That Automates Your Sales:Ā Alex Genadinik
  • Prompt Engineering For New Professionals:Ā Alex Genadinik

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