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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: New
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    Coursera

    Discover Keywords: Forecast Traffic & Costs

    Skills you'll gain: Keyword Research, Marketing Analytics, Data-Driven Decision-Making, Marketing Budgets, Marketing Effectiveness, Return On Investment, Search Engine Marketing, Forecasting, Performance marketing, Google Ads, Target Audience, Research

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    University of Pennsylvania

    Modeling Risk and Realities

    Skills you'll gain: Risk Management, Mathematical Modeling, Predictive Modeling, Risk Analysis, Simulation and Simulation Software, Operations Research, Probability Distribution, Data-Driven Decision-Making, Statistical Hypothesis Testing, Statistical Analysis, Microsoft Excel, Spreadsheet Software

    4.6
    Rating, 4.6 out of 5 stars
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    2.2K reviews

    Mixed · Course · 1 - 4 Weeks

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    EDUCBA

    Develop a Conference Room Booking System in C# .NET

    Skills you'll gain: Database Design, Requirements Analysis, ASP.NET, Relational Databases, C# (Programming Language), Database Application, Full-Stack Web Development, Business Requirements, System Testing, Back-End Web Development, Maintainability, System Implementation, Integration Testing, Model View Controller, Software Architecture, SQL, Data Validation, User Interface (UI)

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    Coursera

    Evaluate Collaboration Tools for Peak Performance

    Skills you'll gain: Operational Analysis, Box Plots, Performance Analysis, Team Performance Management, Collaborative Software, Performance Metric, Performance Measurement, Collaboration, Data-Driven Decision-Making, Data Visualization, Analysis, Report Writing, Key Performance Indicators (KPIs), Business Metrics, Data Presentation, Test Tools, Virtual Teams, Communication Systems

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    Real Madrid Graduate School Universidad Europea

    Applied Football Analytics - Looking at real-world cases

    Skills you'll gain: Data Synthesis, Data Integration, Data Literacy, Data Storytelling, Analysis, Case Studies, Business Analytics, Advanced Analytics, Analytical Skills, Strategic Decision-Making, Business Metrics, Forecasting, Media and Communications, Statistics, Persuasive Communication, Databases, Database Design, Innovation

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    C

    Coursera

    Building AI Agents for Complex Tasks

    Skills you'll gain: AI Orchestration, AI Workflows, LLM Application, Agentic systems, Tool Calling, LangChain, Artificial Intelligence, Prompt Engineering, Model Evaluation, Context Management, Scenario Testing, Performance Testing, Development Testing, Debugging

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    EDUCBA

    Evaluate and Re-Engineer Business Strategy Effectively

    Skills you'll gain: Process Optimization, Operational Analysis, Business Process Reengineering, Process Improvement, Business Strategy, Operational Efficiency, Program Evaluation, Performance Measurement, Business Operations, Business Process, Organizational Strategy, Business Transformation, Strategic Decision-Making, Needs Assessment, Analysis, Organizational Change

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    Real Madrid Graduate School Universidad Europea

    Harnessing AI for Injury Prevention and Recovery in Football

    Skills you'll gain: AI Enablement, Exercise Science, Kinesiology, Decision Support Systems, Predictive Modeling, Health Technology, Biomedical Engineering, Machine Learning

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    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 · Course · 1 - 3 Months

  • Status: New
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    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 · Course · 1 - 4 Weeks

  • Status: New
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    Coursera

    Optimize, Evaluate, and Forecast Your Cloud Spend

    Skills you'll gain: Cost Management, Financial Management, Resource Allocation, Resource Utilization, Cost Estimation, Predictive Modeling, Forecasting, Capacity Management, Operating Cost, Financial Modeling, Data-Driven Decision-Making, Cost Benefit Analysis, Gap Analysis, Performance Analysis

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
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    C

    Coursera

    Search Engine Optimization and Content Strategy

    Skills you'll gain: Keyword Research, Search Engine Optimization, Web Analytics and SEO, Search Engine Marketing, Research, Competitive Intelligence, Digital Marketing, Content Creation, Content Performance Analysis, Data-Driven Decision-Making, ChatGPT, Content Strategy, Content Marketing, Marketing Analytics, Digital Content, Web Analytics, AI Enablement, Generative AI, Content Management, Analytics

    Intermediate · Specialization · 1 - 3 Months

Searches related to decision tree

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

  • Discover Keywords: Forecast Traffic & Costs: Coursera
  • Modeling Risk and Realities: University of Pennsylvania
  • Develop a Conference Room Booking System in C# .NET: EDUCBA
  • Evaluate Collaboration Tools for Peak Performance: Coursera
  • Applied Football Analytics - Looking at real-world cases: Real Madrid Graduate School Universidad Europea
  • Building AI Agents for Complex Tasks: Coursera
  • Evaluate and Re-Engineer Business Strategy Effectively: EDUCBA
  • Harnessing AI for Injury Prevention and Recovery in Football: Real Madrid Graduate School Universidad Europea
  • Create An AI Agent With Replit That Automates Your Sales: Alex Genadinik
  • Optimize Meetings: Boost Team Productivity: Coursera

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