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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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    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 · Course · 1 - 3 Months

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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

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    Coursera

    Interpret Analytics: Boost Engagement & Optimize Content

    Skills you'll gain: Content Performance Analysis, Web Analytics, Multimedia, Web Content, Drive Engagement, Content Marketing, Content Strategy, Content Development and Management, Analytics, Customer experience improvement, Search Engine Optimization, Performance Analysis, Data Analysis, Information Architecture, Process Improvement and Optimization, Data-Driven Decision-Making

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    University of Washington

    Business English: Planning & Negotiating

    Skills you'll gain: Negotiation, Event Planning, Business Correspondence, Business Writing, Business Communication, Verbal Communication Skills, Planning, Proposal Development, Decision Making, Customer Complaint Resolution

    4.8
    Rating, 4.8 out of 5 stars
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    609 reviews

    Intermediate · Course · 1 - 4 Weeks

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    C

    Coursera

    Agentic AI Performance & Reliability

    Skills you'll gain: MLOps (Machine Learning Operations), Model Deployment, Anomaly Detection, Model Evaluation, Dashboard, CI/CD, Data Visualization, DevOps, Continuous Monitoring, Data-Driven Decision-Making, Performance Analysis, Key Performance Indicators (KPIs), Statistical Analysis, Performance Tuning, Data Processing, Artificial Intelligence and Machine Learning (AI/ML), Real Time Data, Automation, Agentic systems, Version Control

    Intermediate · Specialization · 3 - 6 Months

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    Edureka

    Autonomous AI Agent Systems and Orchestration

    Skills you'll gain: LangGraph, AI Orchestration, Model Deployment, Retrieval-Augmented Generation, AI Workflows, Generative AI Agents, CrewAI, Agentic Workflows, LangChain, Artificial Intelligence and Machine Learning (AI/ML), LLM Application, Agentic systems, OpenAI, Systems Integration, Tool Calling, Google Gemini, Workflow Management, Automation, Prompt Engineering, Responsible AI

    Intermediate · Specialization · 1 - 3 Months

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    Microsoft

    Beginners Guide to C# Fundamentals

    Skills you'll gain: Debugging, Event-Driven Programming, Version Control, Application Deployment, Microsoft Copilot, C# (Programming Language), Git (Version Control System), Object Oriented Programming (OOP), Software Design Patterns, Software Architecture, .NET Framework, Microsoft Visual Studio, Development Testing, Software Design, Software Testing, Program Development, Data Validation, Microsoft Development Tools, Security Testing, Software Development Tools

    Beginner · Professional Certificate · 3 - 6 Months

  • Status: New
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    Creo Incubator

    La boîte à outils de l'entrepreneuriat

    Skills you'll gain: Go To Market Strategy, Growth Strategies, Market Analysis, Entrepreneurship, Customer Analysis, Entrepreneurial Finance, Target Market, Product Marketing, Data-Driven Decision-Making, Financial Statements, Ideation, Lean Methodologies, Adaptability, Innovation, Fundraising, Mergers & Acquisitions, Finance, Marketing Channel, Project Finance, Critical Thinking and Problem Solving

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
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    Northwestern University

    Organizational Leadership

    Skills you'll gain: Influencing, Persuasive Communication, Design Thinking, Data-Driven Decision-Making, Leadership, Strategic Communication, Innovation, Collaboration, Crisis Management, Negotiation, Organizational Leadership, Ideation, Team Leadership, Resource Allocation, Human Centered Design, Teamwork, Motivational Skills, Corporate Communications, Marketing Strategies, Marketing

    4.7
    Rating, 4.7 out of 5 stars
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    5.4K reviews

    Intermediate · Specialization · 3 - 6 Months

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    Copenhagen Business School

    Leadership in 21st Century Organizations

    Skills you'll gain: Culture Transformation, Talent Management, Crisis Management, Innovation, Business Leadership, Leadership, Organizational Leadership, Strategic Leadership, Team Leadership, Organizational Strategy, Business Transformation, Ethical Standards And Conduct, Communication, Governance, Change Management, Decision Making, Collaboration

    4.8
    Rating, 4.8 out of 5 stars
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    1.3K reviews

    Mixed · Course · 3 - 6 Months

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    Coursera

    Optimize Campaigns: Boost Your AI Visibility

    Skills you'll gain: Cross-Channel Marketing, Return On Investment, Marketing Budgets, Campaign Management, Marketing Channel, Data Presentation, Google Ads, Advertising Campaigns, Marketing Effectiveness, Performance marketing, Performance Analysis, Data-Driven Decision-Making, Budget Management, Lead Generation

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    I

    IBM

    Getting Started with Git and GitHub

    Skills you'll gain: Git (Version Control System), GitHub, Version Control, Collaborative Software, Web Applications, Open Source Technology, Command-Line Interface, DevOps

    4.6
    Rating, 4.6 out of 5 stars
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    1.9K reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Dive Deeper into Data-Driven Decisions with Power BI: Knowledge Accelerators
  • Applied Football Analytics - Looking at real-world cases: Real Madrid Graduate School Universidad Europea
  • Interpret Analytics: Boost Engagement & Optimize Content: Coursera
  • Business English: Planning & Negotiating: University of Washington
  • Agentic AI Performance & Reliability: Coursera
  • Autonomous AI Agent Systems and Orchestration: Edureka
  • Beginners Guide to C# Fundamentals: Microsoft
  • La boîte à outils de l'entrepreneuriat: Creo Incubator
  • Organizational Leadership: Northwestern University
  • Leadership in 21st Century Organizations: Copenhagen Business School

Skills you can learn in Software Development

Programming Language (34)
Google (25)
Computer Program (21)
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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