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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


  • P

    Packt

    Dynamic Programming Masterclass

    Skills you'll gain: Algorithms, Computer Programming, Data Structures, Computational Thinking, Theoretical Computer Science

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Sell Outcomes Not Features

    Skills you'll gain: Sales Presentation, B2B Sales, Sales Presentations, Selling Techniques, General Sales Practices, Sales, Value Propositions, Peer Review, Key Performance Indicators (KPIs), Presentations, Return On Investment, Decision Making, Business Priorities, Marketing, Microsoft PowerPoint, Marketing Communications, Business

    Intermediate · Course · 1 - 4 Weeks

  • D

    Dartmouth College

    Why Data Analytics Matters

    Skills you'll gain: Data Strategy, Analytics, Data-Driven Decision-Making, Business Analytics, Scalability, Organizational Strategy, Data Infrastructure, Risk Management, Digital Transformation, Data Management, Large Language Modeling, Business Risk Management, Generative AI, Generative Model Architectures, Artificial Intelligence and Machine Learning (AI/ML), Competitive Analysis, Case Studies, AI Integrations

    Beginner · Course · 1 - 4 Weeks

  • M

    Microsoft

    Managing AI Projects with Microsoft

    Skills you'll gain: MLOps (Machine Learning Operations), AI Product Strategy, Microsoft Azure, Microsoft Copilot, Decision Intelligence, Responsible AI, Business Metrics, Performance Measurement, Model Deployment, Cloud Management, Data Pipelines, AI Orchestration, Data Governance, Performance Metric, AI literacy, AI Workflows, Discussion Facilitation, Governance, Artificial Intelligence, Decision Making

    Intermediate · Professional Certificate · 3 - 6 Months

  • B

    Board Infinity

    Advanced AI-Driven Brand Strategy for Digital Growth & Scale

    Skills you'll gain: Digital Brand Strategy, AI Personalization, Dashboard, Brand Management, Brand Strategy, Driving engagement, Competitive Analysis, Personalized Campaigns, Branding, Analytics, Governance, Strategic Marketing, Brand Awareness, Experience Design, Performance Measurement, Generative AI, Marketing Design, Digital Marketing, Marketing Analytics, Data-Driven Decision-Making

    Beginner · Specialization · 1 - 3 Months

  • P

    Pontificia Universidad Católica de Chile

    Gestión de organizaciones efectivas

    Skills you'll gain: Organizational Change, Organizational Development, Organizational Strategy, Organizational Structure, Change Management, Business Transformation, Business Strategy, Political Sciences, Innovation, Strategic Decision-Making, Knowledge Transfer, Decision Making, Persona (User Experience)

    4.8
    Rating, 4.8 out of 5 stars
    ·
    2.5K reviews

    Mixed · Course · 1 - 3 Months

  • U

    University of Michigan

    Negociações de sucesso: estratégias e habilidades essenciais (em Português)

    Skills you'll gain: Negotiation, Contract Negotiation, Mediation, Arbitration, Price Negotiation, Intercultural Competence, Planning, Conflict Management, Communication, Influencing, Cultural Sensitivity, Contract Management, Ethical Standards And Conduct, Decision Making

    4.9
    Rating, 4.9 out of 5 stars
    ·
    1.6K reviews

    Mixed · Course · 1 - 3 Months

  • M

    Microsoft

    Microsoft Power BI and Power Platform for Productivity

    Skills you'll gain: Extract, Transform, Load, Star Schema, Microsoft Power Platform, Data Analysis Expressions (DAX), Data Storytelling, Microsoft Power Automate/Flow, Dashboard Creation, Dashboard, Microsoft Excel, Excel Formulas, Power BI, Data-Driven Decision-Making, Microsoft Copilot, Data Presentation, Spreadsheet Software, No-Code Development, Data Modeling, Data Visualization, Data Analysis, Business Intelligence

    4.4
    Rating, 4.4 out of 5 stars
    ·
    801 reviews

    Beginner · Specialization · 3 - 6 Months

  • C

    Coursera

    People Analytics with AI: Data-Driven HR Strategies

    Skills you'll gain: Stakeholder Management, Data Storytelling, People Analytics, Risk Mitigation, Workforce Planning, HR Tech, Consulting, Organizational Strategy, Persuasive Communication, Management Reporting, Communication, Data Visualization, Data Analysis, Talent Management, Strategic Thinking, Employee Engagement, Information Technology, Project Management, Empathy, Statistical Methods

    Advanced · Specialization · 3 - 6 Months

  • U

    University of California, Irvine

    Cómo resolver problemas y tomar decisiones con eficacia

    Skills you'll gain: Critical Thinking and Problem Solving, Critical Thinking, Problem Solving, Deductive Reasoning, Decision Making, Analytical Skills, Case Studies, Analysis, Strategic Decision-Making, Science and Research, Risk Analysis

    4.7
    Rating, 4.7 out of 5 stars
    ·
    3.7K reviews

    Mixed · Course · 1 - 4 Weeks

  • F

    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, Critical Thinking and Problem Solving, Data Analysis Expressions (DAX), Human Centered Design, SQL, Machine Learning, Problem Solving, Python Programming

    4.4
    Rating, 4.4 out of 5 stars
    ·
    588 reviews

    Beginner · Professional Certificate · 3 - 6 Months

  • M

    Madecraft

    Get More Done in Less Time

    Skills you'll gain: Productivity, Prioritization, Time Management, Goal Setting, Action Oriented, Personal Development, Organizational Skills, Strategic Prioritization, Self-Motivation, Mental Concentration, Scheduling, Follow Through, Motivational Skills, Habit Formation, Decision Making, Compassion

    Beginner · Course · 1 - 4 Weeks

1…282930…312

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

  • Dynamic Programming Masterclass: Packt
  • Sell Outcomes Not Features: Coursera
  • Why Data Analytics Matters: Dartmouth College
  • Managing AI Projects with Microsoft: Microsoft
  • Advanced AI-Driven Brand Strategy for Digital Growth & Scale: Board Infinity
  • Gestión de organizaciones efectivas: Pontificia Universidad Católica de Chile
  • Negociações de sucesso: estratégias e habilidades essenciais (em Português): University of Michigan
  • Microsoft Power BI and Power Platform for Productivity: Microsoft
  • People Analytics with AI: Data-Driven HR Strategies: Coursera
  • Cómo resolver problemas y tomar decisiones con eficacia: University of California, Irvine

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Application Programming Interfaces (17)
Data Structure (16)
Problem Solving (14)
Object-oriented Programming (13)
Kubernetes (10)
List & Label (10)

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