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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


  • L

    LearnKartS

    Master Microsoft Excel with Copilot

    Skills you'll gain: Prompt Engineering, Excel Formulas, Microsoft Copilot, Microsoft Excel, Pivot Tables And Charts, Data Cleansing, Data Visualization, Data Presentation, Business Reporting, Spreadsheet Software, Data Entry, Data Quality, Data Transformation, Data Validation, Advanced Analytics, Data Analysis, Workflow Management, Budgeting, AI Workflows, Decision Making

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    The Data Driven Manager

    Skills you'll gain: Sampling (Statistics), Statistical Hypothesis Testing, Data-Driven Decision-Making, Descriptive Statistics, Correlation Analysis, Data Literacy, Data Analysis, Plot (Graphics), Probability Distribution, Statistics, Statistical Visualization, Statistical Analysis, Estimation, Data Collection, Data Visualization, Risk Analysis, Statistical Software, Statistical Programming, Statistical Methods, Problem Solving

    4.6 stars, 48 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.6 (48) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • U

    University of Maryland, College Park

    Leading with Power Skills: Emotions & Emotional Intelligence

    Skills you'll gain: Goal Setting, Empathy & Emotional Intelligence, Emotional Intelligence, Positivity, Personal Development, Empathy, Social Skills, Self-Awareness, Professional Development, Resilience, Conflict Management, Behavior Management, Team Building, Non-Verbal Communication, Stress Management, Psychology, Leadership, Team Management, Team Leadership, Decision Making

    4 stars, 7 reviews, Beginner, Course, 1 - 3 Months

    ★ 4 (7) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Predicción de Ventas Pronosticando Tendencias

    Skills you'll gain: Model Evaluation, Forecasting, Trend Analysis, Statistical Visualization, Spreadsheet Software, Regression Analysis, Time Series Analysis and Forecasting, Statistical Methods, Statistical Analysis, Plot (Graphics), Predictive Modeling, Data-Driven Decision-Making, Data Analysis

    4.5 stars, 114 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.5 (114) · Intermediate · Guided Project · Less Than 2 Hours

    Category: Free
    Free
  • M

    Macquarie University

    Cyber Security: Applied Cryptography

    Skills you'll gain: Cryptography, Encryption, Network Security, Cybersecurity, Security Engineering, Network Protocols, Federated Learning, Security Management

    4.8 stars, 13 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.8 (13) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • F

    Fundação Instituto de Administração

    Machine Learning Aplicado ao Marketing

    Skills you'll gain: Data-Driven Marketing, Big Data, Data Mining, Data-Driven Decision-Making, Marketing Automation, Marketing Strategies, Data Strategy, Customer experience strategy (CX), Digital Transformation, Data Engineering, Marketing Analytics, Marketing, MarTech, Analytics, Data Science, Innovation, Digital Brand Strategy, Applied Machine Learning, Data Processing, Marketing Effectiveness

    4.3 stars, 62 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.3 (62) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Illinois Urbana-Champaign

    Healthcare Innovation: Need/Opportunity Identification

    Skills you'll gain: Stakeholder Analysis, Decision Making, Innovation, Health Policy, Strategic Decision-Making, Strategic Prioritization, New Product Development, User Research, Qualitative Research, Organizational Strategy, Health Technology, Problem Solving, Planning, Return On Investment

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • C

    Columbia University

    HI-FIVE: Health Informatics For Innovation, Value & Enrichment (Social/Peer Perspective)

    Skills you'll gain: Care Coordination, Care Management, Value-Based Care, Patient-centered Care, Health Informatics, Case Management, Health Technology, Health Care, Patient Communication, Health Systems, Patient Education and Support, Health Information Management, Patient Advocacy, Community Health, Data Sharing, Decision Support Systems, Community and Social Work, Case Studies

    4.7 stars, 30 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (30) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • A

    Amazon Web Services

    Building a Generative AI-Ready Organization

    Skills you'll gain: Decision Intelligence, AI Enablement, AI Product Strategy, Decision Support Systems, Strategic Thinking, Data-Driven Decision-Making, Competitive Intelligence, Innovation, Operational Efficiency, Strategic Planning, Technology Strategies, Thought Leadership, Program Implementation, AI Integrations, Project Implementation, Workforce Development, Employee Training

    4.5 stars, 108 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.5 (108) · Beginner · Course · 1 - 4 Weeks

    Category: Free
    Free
  • P

    Packt

    Git and GitHub Complete Master Class

    Skills you'll gain: GitHub, Git (Version Control System), Version Control, Unix Commands, Unix Shell, Software Versioning, Linux Commands, Shell Script, Command-Line Interface, Software Configuration Management, Bash (Scripting Language), Devops Tools, Software Installation, Configuration Management, Collaborative Software, Code Review, File Systems, Development Environment, Web Presence, Software Documentation

    4.5 stars, 35 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.5 (35) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • P

    Packt

    Introduction to Git and GitHub Basics

    Skills you'll gain: GitHub, Version Control, Git (Version Control System), Unix Commands, Unix Shell, Software Versioning, Linux Commands, Shell Script, Command-Line Interface, Collaborative Software, Software Configuration Management, Software Installation, Configuration Management, File Systems, File Management, System Configuration

    4.4 stars, 23 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.4 (23) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • F

    Fundação Instituto de Administração

    Future Studies

    Skills you'll gain: Systems Thinking, Surveys, Survey Creation, Innovation, Strategic Thinking, Simulations, Forecasting, Contingency Planning, Strategic Planning, Simulation and Simulation Software, Process Flow Diagrams, Project Design, Systems Analysis, Corporate Strategy, Strategic Decision-Making, Business Planning, Complex Problem Solving, Business Strategy, Project Planning, Organizational Change

    4.1 stars, 18 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.1 (18) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular decision tree courses

  • Master Microsoft Excel with Copilot: LearnKartS
  • The Data Driven Manager: University of Colorado Boulder
  • Leading with Power Skills: Emotions & Emotional Intelligence: University of Maryland, College Park
  • Predicción de Ventas Pronosticando Tendencias: Coursera
  • Cyber Security: Applied Cryptography: Macquarie University
  • Machine Learning Aplicado ao Marketing: Fundação Instituto de Administração
  • Healthcare Innovation: Need/Opportunity Identification: University of Illinois Urbana-Champaign
  • HI-FIVE: Health Informatics For Innovation, Value & Enrichment (Social/Peer Perspective): Columbia University
  • Building a Generative AI-Ready Organization: Amazon Web Services
  • Git and GitHub Complete Master Class: Packt

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

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