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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


  • T

    The Chinese University of Hong Kong

    Basic Modeling for Discrete Optimization

    Skills you'll gain: Operations Research, Applied Mathematics, Mathematical Modeling, Problem Solving, Combinatorics, Graph Theory, Decision Support Systems, Computational Thinking, Data Modeling

    4.8
    Rating, 4.8 out of 5 stars
    ·
    455 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Voice of the Customer (VoC): Enhancing Experiences

    Skills you'll gain: User Feedback, Customer Service, Customer experience strategy (CX), Customer Engagement, Customer Insights, Customer Analysis, Communication, Continuous Improvement Process, Case Studies, Culture Transformation, Focus Group, Data-Driven Decision-Making, Social Media

    4.8
    Rating, 4.8 out of 5 stars
    ·
    138 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Virginia

    Strategic Planning and Execution

    Skills you'll gain: Plan Execution, Organizational Strategy, Business Strategy, Data-Driven Decision-Making, Strategic Leadership, Strategic Decision-Making, Strategic Thinking, Governance, Analysis, Corporate Strategy, Business Analysis, Competitive Analysis

    4.7
    Rating, 4.7 out of 5 stars
    ·
    875 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    R

    Rutgers the State University of New Jersey

    Supply Chain Analytics

    Skills you'll gain: Competitive Analysis, Supply Chain, Supply Chain Management, Benchmarking, Transportation, Supply Chain, and Logistics, Customer Analysis, Supply Chain Planning, Customer experience improvement, Analytics, Financial Analysis, Inventory Management System, Data Analysis, Cost Estimation, Data-Driven Decision-Making, Cost Reduction, Spatial Analysis

    4.7
    Rating, 4.7 out of 5 stars
    ·
    815 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    D

    Duke University

    Impact Measurement & Management for the SDGs

    Skills you'll gain: Environmental Social And Corporate Governance (ESG), Sustainability Standards, Sustainable Development, Sustainability Reporting, Performance Measurement, Stakeholder Engagement, Compliance Management, Governance, Key Performance Indicators (KPIs), Performance Analysis, Benchmarking, Data-Driven Decision-Making, Verification And Validation, Accountability

    4.8
    Rating, 4.8 out of 5 stars
    ·
    642 reviews

    Mixed · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    V

    Vanderbilt University

    Generative AI Deep Research: Strategic AI Edge for Leaders

    Skills you'll gain: Strategic Decision-Making, Strategic Thinking, Generative AI Agents, Procurement, Generative AI, Competitive Intelligence, Due Diligence, Business Research, Data-Driven Decision-Making, Leadership, Market Intelligence, Cross-Functional Collaboration, Technical Consulting, Talent Acquisition, Technology Strategies, Agentic systems, Business Ethics

    4.7
    Rating, 4.7 out of 5 stars
    ·
    94 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    B

    Board Infinity

    Machine Learning Fundamentals for Java Developers

    Skills you'll gain: Decision Tree Learning, Fraud detection, Regression Analysis, Debugging

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    D

    Duke University

    Python, Bash and SQL Essentials for Data Engineering

    Skills you'll gain: Pandas (Python Package), Bash (Scripting Language), Version Control, Jupyter, Linux Commands, Git (Version Control System), Shell Script, Linux, Web Scraping, Linux Administration, Data Manipulation, MySQL, Microservices, AWS SageMaker, SQL, JSON, Cloud Engineering, Python Programming, Big Data, Data Science

    4.5
    Rating, 4.5 out of 5 stars
    ·
    456 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Preview
    Preview
    N

    National Taiwan University

    經濟學概論:誘因與市場(Introduction to Economics: Incentive and Markets)

    Skills you'll gain: Economics, Supply And Demand, Market Dynamics, Business Economics, Socioeconomics, Market Data, Tax, Public Policies, Policy Analysis, Decision Making

    4.8
    Rating, 4.8 out of 5 stars
    ·
    248 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    L

    LearnQuest

    Learning Linux for LFCA Certification

    Skills you'll gain: Package and Software Management, Linux Administration, Linux, Linux Commands, Virtual Private Networks (VPN), Linux Servers, System Monitoring, Operating System Administration, Public Key Infrastructure, Ubuntu, Version Control, File Management, Command-Line Interface, Intrusion Detection and Prevention, Git (Version Control System), File Systems, User Accounts, Firewall, Cloud Computing Architecture, DevOps

    4.5
    Rating, 4.5 out of 5 stars
    ·
    1.2K reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    Universidad de Palermo

    Liderando Equipos de Trabajo

    Skills you'll gain: Talent Management, Decision Making, Time Management, Productivity, Diversity Programs, Human Resource Strategy, Recruitment Strategies, Diversity Equity and Inclusion Initiatives, Leadership, Conflict Management, Team Motivation, Employee Retention, Human Resources, Cultural Diversity, Diversity and Inclusion, Team Building, Teamwork, Cultural Sensitivity, Recognizing Others, Professional Development

    4.7
    Rating, 4.7 out of 5 stars
    ·
    305 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Preview
    Preview
    Y

    Yale University

    Narrative Economics

    Skills you'll gain: Behavioral Economics, Storytelling, Data Storytelling, Economics, Economic Development, Financial Forecasting, Forecasting, Socioeconomics, Social Studies, Consumer Behaviour, Analysis, Complex Problem Solving

    4.8
    Rating, 4.8 out of 5 stars
    ·
    866 reviews

    Beginner · Course · 1 - 4 Weeks

Searches related to decision tree

decision tree classifier for beginners in r
build decision trees, svms, and artificial neural networks
master decision trees in r: build, predict & evaluate
1…686970…210

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

  • Basic Modeling for Discrete Optimization: The Chinese University of Hong Kong
  • Voice of the Customer (VoC): Enhancing Experiences : Coursera
  • Strategic Planning and Execution: University of Virginia
  • Supply Chain Analytics: Rutgers the State University of New Jersey
  • Impact Measurement & Management for the SDGs: Duke University
  • Generative AI Deep Research: Strategic AI Edge for Leaders: Vanderbilt University
  • Machine Learning Fundamentals for Java Developers: Board Infinity
  • Python, Bash and SQL Essentials for Data Engineering: Duke University
  • 經濟學概論:誘因與市場(Introduction to Economics: Incentive and Markets): National Taiwan University
  • Learning Linux for LFCA Certification: LearnQuest

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