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  • Decision Tree

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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    EDUCBA

    Production & Operations: Apply, Analyze & Optimize

    Skills you'll gain: Manufacturing Operations, Production Management, Production Planning, Production Process, Operations Management, Production Schedule, Business Operations, Inventory Control, Quality Control, Scheduling, Inventory Management System, Operational Efficiency, Lean Manufacturing, Material Requirements Planning, Quality Management, Project Schedules, Project Management, Capacity Planning, Statistical Process Controls, Process Analysis

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
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    Johns Hopkins University

    Advanced Techniques in Data Visualization

    Skills you'll gain: Data Visualization Software, Interactive Data Visualization, Geospatial Information and Technology, Color Theory, Tree Maps, Data Storytelling, Heat Maps, Data Mapping, Text Mining, Unstructured Data, Network Analysis

    Intermediate · Course · 1 - 3 Months

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    Edureka

    Generative AI's Applications in Marketing Analytics

    Skills you'll gain: Marketing Management, Case Studies, Data Preprocessing, Artificial Intelligence, Emerging Technologies, Exploratory Data Analysis

    Beginner · Course · 1 - 4 Weeks

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    Whizlabs

    Design and Implement Build and Release Pipelines

    Skills you'll gain: Azure DevOps Pipelines, CI/CD, Package and Software Management, Infrastructure as Code (IaC), Azure DevOps, Continuous Delivery, Application Deployment, Continuous Integration, DevOps, Cloud Deployment, Release Management, Software Versioning, Version Control, Microsoft Azure, GitHub, Development Testing, Test Engineering

    Intermediate · Course · 1 - 4 Weeks

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    Northeastern University

    Aligning Business Strategy for AI Integration

    Skills you'll gain: Competitive Analysis, AI Enablement, Machine Learning, Applied Machine Learning, Business Strategy, Data Ethics, Business Intelligence, Business Ethics, Organizational Strategy, Strategic Thinking, Market Analysis, Artificial Intelligence, Value Propositions, Analytics, Risk Analysis, Strategic Decision-Making, Resource Management

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Coursera

    Software Creation: Version Control, Debugging, Object Design

    Skills you'll gain: Version Control, Debugging, Software Design Patterns, Object Oriented Design, Object Oriented Programming (OOP), Software Development, Git (Version Control System), Programming Principles, Software Design, Computer Programming, Software Engineering, Integrated Development Environments, Command-Line Interface

    4.5
    Rating, 4.5 out of 5 stars
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    6 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free
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    Johns Hopkins University

    Datos para Avanzar en la Salud Poblacional

    Skills you'll gain: Health Policy, Health Equity, Health Disparities, Epidemiology, Data Quality, Public Health, Health Assessment, Social Determinants Of Health, Data-Driven Decision-Making, Data Analysis, Data Collection, Data Presentation, Data Visualization Software

    4.7
    Rating, 4.7 out of 5 stars
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    73 reviews

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Procore Mastery: Construction Project Management

    Skills you'll gain: Workflow Management, Construction Management, Project Scoping, Collaborative Software, Project Management, Project Planning, Project Management Software, Project Coordination, Project Controls, Project Schedules, Resource Allocation, Collaboration, Case Studies, Scheduling, Team Management, Automation, Budget Management, Budgeting

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Foundations of Solidity and Smart Contract Development

    Skills you'll gain: Blockchain, Programming Principles, Computational Logic, Software Development Tools, Development Environment, Secure Coding, Business Logic, Other Programming Languages, Program Development, Data Structures, Data Management, Development Testing, Debugging

    4.9
    Rating, 4.9 out of 5 stars
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    7 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    EDUCBA

    Advanced Credit Risk Modeling - IT Sector

    Skills you'll gain: Financial Statement Analysis, Working Capital, Credit Risk, Financial Analysis, Risk Modeling, Financial Modeling, Financial Data, Risk Analysis, Analysis, Risk Management, Cash Flows, Income Statement, Balance Sheet, Business Metrics, Trend Analysis, Bankruptcies

    4.6
    Rating, 4.6 out of 5 stars
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    14 reviews

    Beginner · Course · 1 - 3 Months

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    AI CERTs

    AI for Health & Nursing

    Skills you'll gain: Health Informatics, Nurse Education, Generative AI Agents, Clinical Informatics, Nursing Process, Clinical Data Management, Nursing, Healthcare Ethics, Nursing Care, Generative AI, Responsible AI, Nursing Practices, Health Care, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Healthcare Industry Knowledge, Basic Patient Care, Business Acumen, Physiology, Business

    Intermediate · Course · 1 - 3 Months

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    LearnQuest

    Build AI Apps with No-Code Tools

    Skills you'll gain: Data Ethics, Predictive Modeling, No-Code Development, Model Deployment, Data Visualization, Data Presentation, Responsible AI, Data-Driven Decision-Making, Advanced Analytics, Business Intelligence, Business Analytics, Data Cleansing, Business Reporting, Global Marketing, LLM Application, AI Enablement, User Feedback, Data Preprocessing, Predictive Analytics, Data Architecture

    Beginner · Specialization · 1 - 3 Months

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1…189190191…239

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

  • Production & Operations: Apply, Analyze & Optimize: EDUCBA
  • Advanced Techniques in Data Visualization: Johns Hopkins University
  • Generative AI's Applications in Marketing Analytics: Edureka
  • Design and Implement Build and Release Pipelines: Whizlabs
  • Aligning Business Strategy for AI Integration: Northeastern University
  • Software Creation: Version Control, Debugging, Object Design: Coursera
  • Datos para Avanzar en la Salud Poblacional: Johns Hopkins University
  • Procore Mastery: Construction Project Management: Coursera
  • Foundations of Solidity and Smart Contract Development: Packt
  • Advanced Credit Risk Modeling - IT Sector: EDUCBA

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

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