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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


  • C

    Coursera

    Sort and Filter Data in SQL using MySQL Workbench

    Skills you'll gain: MySQL, MySQL Workbench, SQL, Database Software, Data Manipulation, Query Languages, Data Access

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    L

    LearnKartS

    Git Fundamentals

    Skills you'll gain: Git (Version Control System), GitHub, Version Control, Software Versioning, Software Configuration Management, Collaborative Software, Software Development, Software Installation, Devops Tools, File Management, Linux, Open Source Technology, Command-Line Interface, Authentications

    4.1
    Rating, 4.1 out of 5 stars
    ·
    20 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Data Analysis, Visualization, and Communication with Copilot

    Skills you'll gain: Microsoft Copilot, Natural Language Processing, AI literacy, Data Storytelling, Data Visualization, Data-Driven Decision-Making, Data Presentation, Generative AI, Data Visualization Software, Data Analysis, Responsible AI, Predictive Modeling

    4.7
    Rating, 4.7 out of 5 stars
    ·
    35 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    B

    Ball State University

    Data Visualization

    Skills you'll gain: Rmarkdown, Exploratory Data Analysis, Data Visualization Software, Ggplot2, Interactive Data Visualization, Plot (Graphics), Statistical Visualization, R (Software), R Programming, Data Storytelling, Histogram, Scatter Plots, Graphing, Data Analysis, Analysis, Color Theory

    Build toward a degree

    3.6
    Rating, 3.6 out of 5 stars
    ·
    9 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free
    Free
    C

    Coursera

    Convert Word to PDF with SharePoint & Power Automate

    Skills you'll gain: File Management, Document Management, Microsoft Power Automate/Flow, Email Automation, Version Control, Microsoft Power Platform, Intranet, Automation

    4.5
    Rating, 4.5 out of 5 stars
    ·
    17 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: New
    New
    Status: Preview
    Preview
    C

    Cleveland Clinic

    Machine Learning in Healthcare: Foundations and Applications

    Skills you'll gain: Machine Learning Methods, Machine Learning, Model Optimization, Machine Learning Algorithms, Healthcare Industry Knowledge, Health Informatics, Applied Machine Learning, Model Training, Health Care, Supervised Learning, Clinical Experience, Health Technology, Artificial Intelligence, Reinforcement Learning, Data-Driven Decision-Making, Data Science

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    P

    Pontificia Universidad Católica del Perú

    Fundamentos de analítica de datos educativos

    Skills you'll gain: Data Collection, Data Ethics, Data-Driven Decision-Making, Data Visualization, Data Literacy, Higher Education, Data Strategy, Education Software and Technology, Interactive Data Visualization, Data Presentation, Data Analysis Software, Analytical Skills, Analytics, Looker (Software), Data Analysis, Responsible AI, Data Management, Data Governance, Information Privacy, Strategic Decision-Making

    4.8
    Rating, 4.8 out of 5 stars
    ·
    18 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free
    Free
    Y

    Yale University

    Warrior-Scholar: The Veteran’s College Success Kit

    Skills you'll gain: Resourcefulness, Personal Development, Goal Setting, Decision Making, Relationship Building

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Data Analysis in R: Predictive Analysis with Regression

    Skills you'll gain: Ggplot2, Model Evaluation, Plot (Graphics), Regression Analysis, Predictive Analytics, Predictive Modeling, Statistical Visualization, Data-Driven Decision-Making, Statistical Modeling, R Programming, Descriptive Statistics, R (Software), Exploratory Data Analysis, Descriptive Analytics, Statistical Analysis, Data Analysis

    4.2
    Rating, 4.2 out of 5 stars
    ·
    13 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    Strategic Management & Business Policy

    Skills you'll gain: Business Strategy, Business Strategies, Organizational Strategy, Business Planning, Strategic Decision-Making, Decision Making, Strategic Thinking, Plan Execution, Corporate Strategy, Stakeholder Management, Strategic Communication, Stakeholder Analysis, Stakeholder Engagement, Data Visualization, Consulting, Stakeholder Communications, Goal Setting, Key Performance Indicators (KPIs), Analysis, Performance Metric

    4.6
    Rating, 4.6 out of 5 stars
    ·
    14 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    C

    Coursera

    GenAI for IT Project Managers

    Skills you'll gain: IT Management, Project Risk Management, Risk Management, Risk Analysis, Project Management, AI literacy, Internal Communications, Responsible AI, Generative AI, Case Studies, Innovation, Data-Driven Decision-Making, Decision Making

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    I

    IESE Business School

    Mastering the Art of Scaling and Convincing Investors

    Skills you'll gain: Entrepreneurship, Business Valuation, Market Analysis, Competitive Analysis, Entrepreneurial Finance, Presentations, Fundraising, Strategic Decision-Making, Stakeholder Engagement, New Business Development, Financial Management, Value Propositions, Decision Making, Negotiation, Investments, Financial Analysis, Innovation

    Beginner · Course · 1 - 3 Months

1…205206207…305

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

  • Sort and Filter Data in SQL using MySQL Workbench: Coursera
  • Git Fundamentals: LearnKartS
  • Data Analysis, Visualization, and Communication with Copilot: Microsoft
  • Data Visualization: Ball State University
  • Convert Word to PDF with SharePoint & Power Automate: Coursera
  • Machine Learning in Healthcare: Foundations and Applications: Cleveland Clinic
  • Fundamentos de analítica de datos educativos: Pontificia Universidad Católica del Perú
  • Warrior-Scholar: The Veteran’s College Success Kit: Yale University
  • Data Analysis in R: Predictive Analysis with Regression: Coursera
  • Strategic Management & Business Policy: EDUCBA

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Object-oriented Programming (13)
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