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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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    Packt

    Ethical Considerations in Business AI Applications

    Skills you'll gain: Business Ethics, Responsible AI, AI Security, Data Ethics, Ethical Standards And Conduct, Intellectual Property, Stakeholder Engagement, Diversity Equity and Inclusion Initiatives, Information Privacy

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    Fractal Analytics

    Fractal Data Science

    Skills you'll gain: Data Storytelling, Decision Making, Critical Thinking, Database Design, Data Manipulation, Data Presentation, Power BI, Data Visualization, Model Evaluation, Feature Engineering, Model Deployment, Interactive Data Visualization, Data Wrangling, Data Analysis Expressions (DAX), Human Centered Design, Storyboarding, SQL, Machine Learning, Problem Solving, Python Programming

    4.5
    Rating, 4.5 out of 5 stars
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    519 reviews

    Beginner · Professional Certificate · 3 - 6 Months

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    Coursera

    Secure Your AI: Threat Modeling

    Skills you'll gain: AI Security, Threat Modeling, Security Engineering, Security Requirements Analysis, Threat Management, Data Flow Diagrams (DFDs), Threat Detection, Data Security, Key Management, Risk Analysis, Technical Documentation, Cloud Services, Technical Communication

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Procurement & Sourcing Operations

    Skills you'll gain: Request for Proposal, Request For Quotation (RFQ), Strategic Sourcing, Document Management, Supplier Management, Purchasing, Procurement, Business Writing, Cost Benefit Analysis, Vendor Management, Business Communication, Market Research, Cost Management, Risk Analysis, Spreadsheet Software, Financial Analysis, Workflow Management, Data-Driven Decision-Making, Contract Compliance, Data Analysis

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
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    Kennesaw State University

    Six Sigma Principles

    Skills you'll gain: Six Sigma Methodology, Lean Methodologies, Quality Improvement, Process Improvement, Quality Management, Team Management, Team Building, Lean Manufacturing, Continuous Improvement Process, Business Process, Production Process, Root Cause Analysis, Decision Making

    4.6
    Rating, 4.6 out of 5 stars
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    352 reviews

    Beginner · Course · 1 - 4 Weeks

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    SkillUp

    AI Technologies in Healthcare

    Skills you'll gain: Healthcare 5.0, Artificial Intelligence and Machine Learning (AI/ML), AI Enablement, Jupyter, LLM Application, Generative Model Architectures, AI Product Strategy, Model Evaluation, Multimodal Prompts, Health Systems, Health Information Management, Data Preprocessing, Data Analysis

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    EDUCBA

    Master Financial Modeling with Excel & AI: Analyze Forecast

    Skills you'll gain: Financial Modeling, Financial Forecasting, Financial Statements, Depreciation, Balance Sheet, Capital Budgeting, Financial Analysis, Excel Formulas, Income Statement, Microsoft Excel, Risk Analysis, Data Storytelling, Data Validation, Cash Flows, Data Presentation, Return On Investment, Pivot Tables And Charts

    Beginner · Course · 1 - 3 Months

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    AI CERTs

    AI for Executives & Strategy

    Skills you'll gain: Responsible AI, Strategic Leadership, AI Enablement, Digital Transformation, Business Strategy, Data Ethics, Leadership, Organizational Strategy, Business Transformation, Project Management Software, Strategic Decision-Making, Business Technologies, Artificial Intelligence, Emerging Technologies, Workforce Development, Governance, Data-Driven Decision-Making, Workforce Planning

    Beginner · Course · 1 - 3 Months

  • Status: New
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    Coursera

    Uncover Product Insights: Analyze Engagement Metrics

    Skills you'll gain: Statistical Reporting, Web Analytics, Statistical Process Controls, Data Analysis, Statistical Analysis, Strategic Decision-Making, Analytics, Statistical Methods, Business Metrics, Performance Metric, Performance Analysis, Anomaly Detection, Descriptive Analytics, Customer Engagement, Benchmarking

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    Knowledge Accelerators

    Microsoft 365 Copilot: Boost Productivity & Build Agents

    Skills you'll gain: Microsoft Copilot, Microsoft 365, Microsoft Teams, Productivity Software, Microsoft Power Platform, Workflow Management, Team Building, Generative AI Agents, Document Management, Generative AI, Ethical Standards And Conduct, Language Interpretation, Translation, and Studies, Microsoft Excel, Business Correspondence, Presentations, Prioritization, Business Writing, Productivity, Microsoft PowerPoint, Business Communication

    Beginner · Specialization · 3 - 6 Months

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    LearnQuest

    Advanced Engagement, Content, and Conversion Strategies

    Skills you'll gain: Sales, Sales Strategy, Sales Pipelines, Selling Techniques, Social Media Campaigns, Social Media, Social Media Content, Social Media Marketing, Customer Engagement, Content Creation, Content Performance Analysis, Marketing Analytics, Drive Engagement, Content Strategy, Marketing Automation, Customer Analysis, Storytelling, Data-Driven Decision-Making, Campaign Management, A/B Testing

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    Creo Incubator

    Entrepreneurship: Ideation and Exploring Fundamentals

    Skills you'll gain: Business Modeling, Ideation, Design Thinking, Entrepreneurship, Lean Methodologies, Creative Problem-Solving, Innovation, Business Planning, Business Development, Business Strategy, Open Mindset, Growth Mindedness, Product Development, Business, Value Propositions, Prototyping, Growth Strategies, Strategic Decision-Making

    Beginner · Course · 1 - 3 Months

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

  • Ethical Considerations in Business AI Applications: Packt
  • Fractal Data Science: Fractal Analytics
  • Secure Your AI: Threat Modeling: Coursera
  • Procurement & Sourcing Operations: Coursera
  • Six Sigma Principles : Kennesaw State University
  • AI Technologies in Healthcare: SkillUp
  • Master Financial Modeling with Excel & AI: Analyze Forecast: EDUCBA
  • AI for Executives & Strategy: AI CERTs
  • Uncover Product Insights: Analyze Engagement Metrics: Coursera
  • Microsoft 365 Copilot: Boost Productivity & Build Agents: Knowledge Accelerators

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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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