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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


  • Status: Preview
    Preview
    U

    Universidad Nacional de Colombia

    Ciencia de datos energéticos

    Skills you'll gain: Electrical Power, Electric Power Systems, Energy and Utilities, Electrical Systems, Time Series Analysis and Forecasting, Data-Driven Decision-Making, Data Mining, Data Science, Statistical Methods, Python Programming, Data Processing, Applied Machine Learning, Computer Programming, Data Preprocessing, Data Visualization Software, Advanced Analytics, Classification And Regression Tree (CART), Model Evaluation, Artificial Neural Networks

    4.9
    Rating, 4.9 out of 5 stars
    ·
    34 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    E

    Emory University

    Mastering Business Essentials: Introduction

    Skills you'll gain: Business, Market Dynamics, Supply Chain, Supply Chain Management, Business Management, Business Strategy, Business Operations, Business Acumen, Logistics Management, Business Economics, Business Marketing, Business Modeling, Gross Profit, Strategic Thinking, Marketing, Competitive Analysis, Value Propositions, Decision Making, Strategic Marketing, Strategic Decision-Making

    4.9
    Rating, 4.9 out of 5 stars
    ·
    65 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    R

    Rice University

    Principles of Economics: Microeconomics - Down to Business

    Skills you'll gain: Business Economics, Market Dynamics, Economics, Game Theory, Supply And Demand, Cost Accounting, Operating Cost, Cost Benefit Analysis, Public Policies, Market Analysis, Consumer Behaviour, Policty Analysis, Research, and Development, Budgeting, Strategic Thinking, Decision Making

    4.9
    Rating, 4.9 out of 5 stars
    ·
    37 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    A

    Automatic Data Processing, Inc. (ADP)

    Interviewing Best Practices

    Skills you'll gain: Recruitment, Interviewing Skills, Recruitment Strategies, Talent Acquisition, Employee Onboarding, Decision Making, Resource Utilization

    4.1
    Rating, 4.1 out of 5 stars
    ·
    28 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    M

    Minnesota State University, Mankato

    Business Leadership Essentials: HR, Org Design & Negotiation

    Skills you'll gain: Human Resources Management and Planning, Employee Engagement, Organizational Change, Organizational Structure, Negotiation, Business Workflow Analysis, Human Resource Management, Organizational Development, Conflict Management, Talent Management, Change Management, Performance Management, Strategic Leadership, Team Management, Stakeholder Management, Process Improvement, Business Strategies, Business Strategy, Problem Solving, Decision Making

    3.4
    Rating, 3.4 out of 5 stars
    ·
    9 reviews

    Beginner · Specialization · 1 - 3 Months

  • C

    Coursera

    Data Visualization in Tableau: Create Dashboards and Stories

    Skills you'll gain: Data Storytelling, Data Presentation, Data-Driven Decision-Making, Data Visualization, Interactive Data Visualization, Dashboard, Dashboard Creation, Data Visualization Software, Tableau Software, Exploratory Data Analysis

    4.5
    Rating, 4.5 out of 5 stars
    ·
    51 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    U

    Universidad Austral

    Diseñando páginas web con Bootstrap 4

    Skills you'll gain: Responsive Web Design, LESS, Bootstrap (Front-End Framework), Version Control, HTML and CSS, jQuery, Web Design and Development, Bitbucket, UI Components, Web Design, Git (Version Control System), Web Development Tools, Cascading Style Sheets (CSS), Web Development, Front-End Web Development, Javascript and jQuery, Application Deployment, Node.JS, Javascript, Build Tools

    4.4
    Rating, 4.4 out of 5 stars
    ·
    662 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Data Cleaning in Excel: Techniques to Clean Messy Data

    Skills you'll gain: Data Analysis, Statistical Reporting, Data Cleansing, Data Wrangling, Microsoft Excel, Data Analysis Software, Data Manipulation, Data Preprocessing, Data Quality, Excel Formulas

    4.4
    Rating, 4.4 out of 5 stars
    ·
    61 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    L

    L&T EduTech

    Geospatial Techniques for Engineers

    Skills you'll gain: Geospatial Information and Technology, Spatial Analysis, GIS Software, Spatial Data Analysis, Geographic Information Systems, Geospatial Mapping, Construction Engineering, Database Management, Database Management Systems, Construction, Construction Management, ArcGIS, Relational Databases, Visualization (Computer Graphics), Civil and Architectural Engineering, Global Positioning Systems, Data Mapping, Building Information Modeling, Survey Creation, Engineering, Scientific, and Technical Instruments

    4.3
    Rating, 4.3 out of 5 stars
    ·
    75 reviews

    Advanced · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Elevate Team Productivity with Crew AI

    Skills you'll gain: CrewAI, AI Orchestration, AI Workflows, Agentic Workflows, Workflow Management, Generative AI Agents, AI Integrations, Business Process Automation, Tool Calling, Automation, LLM Application, Agentic systems, Decision Making, Process Improvement, Customer Service

    4.8
    Rating, 4.8 out of 5 stars
    ·
    27 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    L

    LearnQuest

    Artificial Intelligence Data Fairness and Bias

    Skills you'll gain: Data Ethics, Responsible AI, Data Collection, Game Theory, Data Preprocessing, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Algorithms, Decision Intelligence, Artificial Intelligence, Model Evaluation, Predictive Modeling, Mitigation

    4.8
    Rating, 4.8 out of 5 stars
    ·
    123 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    Università Bocconi

    A Scientific Approach to Innovation Management

    Skills you'll gain: Data Analysis, Innovation, Strategic Decision-Making, Analysis, Statistical Analysis, General Science and Research, Data-Driven Decision-Making, Complex Problem Solving, Regression Analysis, Correlation Analysis, Decision Making, Big Data, Strategic Thinking, Statistical Hypothesis Testing, Performance Metric, Entrepreneurship, Case Studies, Machine Learning

    4.7
    Rating, 4.7 out of 5 stars
    ·
    103 reviews

    Mixed · Course · 1 - 3 Months

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

  • Ciencia de datos energéticos: Universidad Nacional de Colombia
  • Mastering Business Essentials: Introduction: Emory University
  • Principles of Economics: Microeconomics - Down to Business: Rice University
  • Interviewing Best Practices: Automatic Data Processing, Inc. (ADP)
  • Business Leadership Essentials: HR, Org Design & Negotiation: Minnesota State University, Mankato
  • Data Visualization in Tableau: Create Dashboards and Stories: Coursera
  • Diseñando páginas web con Bootstrap 4: Universidad Austral
  • Data Cleaning in Excel: Techniques to Clean Messy Data: Coursera
  • Geospatial Techniques for Engineers: L&T EduTech
  • Elevate Team Productivity with Crew AI: Coursera

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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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