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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


  • U

    University of California, Irvine

    Human Resources Analytics

    Skills you'll gain: Data Storytelling, People Analytics, Data Presentation, Employee Relations, Human Resource Strategy, Human Resource Management, Performance Metric, Data Strategy, Employee Training, Dashboard, Business Metrics, Employee Engagement, Business Analysis, Employee Retention, Data Analysis, Training and Development, Compensation and Benefits, Compensation Strategy, Talent Recruitment, Mental Health

    4.6
    Rating, 4.6 out of 5 stars
    ·
    2.2K reviews

    Beginner · Course · 1 - 4 Weeks

  • A

    Arizona State University

    Professional Skills: Collaboration

    Skills you'll gain: Empathy & Emotional Intelligence, Meeting Facilitation, Empathy, Emotional Intelligence, Negotiation, Team Collaboration, Conflict Management, Constructive Feedback, Teamwork, Team Building, Self-Awareness, Active Listening, Rapport Building, Relationship Building, Collaboration, Self-Discipline, Problem Solving, Public Speaking, Decision Making, Self-Motivation

    Beginner · Specialization · 3 - 6 Months

  • C

    Coursera

    Plan Negotiation Success

    Skills you'll gain: Negotiation, Decisiveness, Contingency Planning, Planning, Strategic Thinking, Goal Setting, Decision Making, Succession Planning, Customer Success Management

    Intermediate · Course · 1 - 4 Weeks

  • I

    IBM

    Data Visualization and Dashboards with Excel and Cognos

    Skills you'll gain: Data Storytelling, Data Presentation, Interactive Data Visualization, Data Visualization Software, Dashboard, Data Visualization, Dashboard Creation, IBM Cognos Analytics, Pivot Tables And Charts, Microsoft Excel, Tree Maps, Scatter Plots, Histogram, Data Analysis

    4.7
    Rating, 4.7 out of 5 stars
    ·
    4.5K reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Pennsylvania

    Introduction to Corporate Finance

    Skills you'll gain: Return On Investment, Capital Budgeting, Finance, Financial Forecasting, Forecasting, Cash Flow Forecasting, Financial Modeling, Financial Analysis, Financial Planning, Corporate Finance, Business Valuation, Cash Flows, Risk Analysis, Loans

    4.6
    Rating, 4.6 out of 5 stars
    ·
    6.4K reviews

    Mixed · Course · 1 - 4 Weeks

  • G

    Google

    AI for Research and Insights

    Skills you'll gain: Google Gemini, AI literacy, Prompt Patterns, Prompt Engineering Tools, AI Enablement, Generative AI, Generative AI Agents, Artificial Intelligence, AI Personalization, AI Workflows, Ideation, Decision Support Systems, Responsible AI, Google Workspace

    4.8
    Rating, 4.8 out of 5 stars
    ·
    347 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Job Ready
    Job Ready
    M

    Meta

    Meta Back-End Developer

    Skills you'll gain: Django (Web Framework), Full-Stack Web Development, Version Control, Restful API, Data Structures, Unix Commands, Bootstrap (Front-End Framework), Git (Version Control System), Back-End Web Development, API Testing, GitHub, Relational Databases, Front-End Web Development, Object Oriented Programming (OOP), Database Management Systems, Database Management, Code Reusability, Python Programming, Computer Programming, Cloud Hosting

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
    ·
    9.9K reviews

    Beginner · Professional Certificate · 3 - 6 Months

  • T

    The Expert Academy

    Sales Skills: Coach Buyers Through Complex Decisions

    Skills you'll gain: Active Listening, B2B Sales, Emotional Intelligence, Empathy & Emotional Intelligence, Consultative Selling, Closing (Sales), Sales Training, Rapport Building, Collaboration, Sales, Stakeholder Communications, Empathy, Stakeholder Engagement, Sales Process, Stakeholder Management, Influencing, Employee Coaching, Coaching, Decision Making, Cultural Sensitivity

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google

    Project Execution: Running the Project

    Skills you'll gain: Quality Management, Project Closure, Team Management, Project Management, Product Quality (QA/QC), Project Management Life Cycle, Quality Assessment, Quality Assurance, Team Leadership, Project Controls, Project Implementation, Issue Tracking, Team Building, Project Management Software, Project Risk Management, Data Storytelling, Project Documentation, Continuous Improvement Process, Risk Management, Strategic Thinking

    4.8
    Rating, 4.8 out of 5 stars
    ·
    10K reviews

    Beginner · Course · 1 - 3 Months

  • G

    Google

    Foundations of Data Science

    Skills you'll gain: Data Storytelling, Data Ethics, Data Analysis, Data-Driven Decision-Making, Analytics, Workflow Management, Data Science, Advanced Analytics, Analytical Skills, Business Solutions, Technical Communication, Process Design, Project Management, Communication, Stakeholder Communications, Machine Learning

    4.7
    Rating, 4.7 out of 5 stars
    ·
    3.9K reviews

    Advanced · Course · 1 - 3 Months

  • C

    Copenhagen Business School

    Strategic Management and Innovation

    Skills you'll gain: Business Strategy, Business Planning, Program Implementation, Case Studies, Strategic Decision-Making, Strategic Thinking, Plan Execution, Goal Setting, Resource Management, Corporate Strategy, Organizational Strategy, Peer Review, Competitive Analysis, Strategic Planning, Innovation, Organizational Structure, Smart Goals, Project Implementation, Decision Making, Business Strategies

    4.7
    Rating, 4.7 out of 5 stars
    ·
    5.3K reviews

    Beginner · Specialization · 3 - 6 Months

  • A

    Arizona State University

    Professional Skills: Negotiation

    Skills you'll gain: Negotiation, Conflict Management, Collaboration, Communication, Problem Solving, Decision Making, Emotional Intelligence, Planning, Self-Awareness

    Beginner · Course · 1 - 3 Months

1…222324…312

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

  • Human Resources Analytics: University of California, Irvine
  • Professional Skills: Collaboration: Arizona State University
  • Plan Negotiation Success: Coursera
  • Data Visualization and Dashboards with Excel and Cognos: IBM
  • Introduction to Corporate Finance: University of Pennsylvania
  • AI for Research and Insights: Google
  • Meta Back-End Developer: Meta
  • Sales Skills: Coach Buyers Through Complex Decisions: The Expert Academy
  • Project Execution: Running the Project: Google
  • Foundations of Data Science: Google

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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