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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


  • V

    Vanderbilt University

    Generative AI & AI Agent Organizational Strategy for Leaders

    Skills you'll gain: AI Enablement, AI Product Strategy, Agentic Workflows, AI powered creativity, Agentic systems, Workforce Management, Scalability, Workforce Planning, Solution Design, Automation, Prompt Engineering, Decision Making

    4.6 stars, 36 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.6 (36) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • A

    Arizona State University

    Workplace Culture for Everyone

    Skills you'll gain: Empathy, Team Leadership, Compassion, Empathy & Emotional Intelligence, Influencing, Emotional Intelligence, Team Building, Team Motivation, Leadership, Teamwork, digital literacy, Self-Awareness, Media and Communications, Digital Communications, Interpersonal Communications, Decision Making, Independent Thinking, Open Mindset, Conflict Management, Accountability

    4.6 stars, 148 reviews, Beginner, Specialization, 3 - 6 Months

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

    Status: Free trial
    Free trial
  • C

    Coursera

    Excel for Beginners: Pivot Tables

    Skills you'll gain: Spreadsheet Software, Microsoft Excel, Google Sheets, Data Visualization, Data-Driven Decision-Making, Microsoft Office, Descriptive Analytics, Analysis

    4.5 stars, 193 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.5 (193) · Beginner · Guided Project · Less Than 2 Hours

  • C

    Coursera

    GenAI for Sales Operations: Automation, Analytics & Strategy

    Skills you'll gain: Sales Strategy, Sales Process, Microsoft Copilot, Sales Operations, Sales Enablement, Responsible AI, Generative AI Agents, Anthropic Claude, Sales, Report Writing, HubSpot CRM, Email Automation, Generative AI, Business Process Automation, Automation, Workflow Management, Customer Relationship Management, Forecasting, Revenue Forecasting, Data-Driven Decision-Making

    4.3 stars, 128 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.3 (128) · Intermediate · Specialization · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • Y

    Yonsei University

    The Korean Economic Development

    Skills you'll gain: Crisis Management, Economic Development, Economics, Promotional Strategies, Economics, Policy, and Social Studies, International Finance, Financial Regulation, Financial Regulations, Financial Systems, Financial Policy, Socioeconomics, International Relations, Public Policies, Policy Analysis, Research, and Development, Growth Strategies

    4.8 stars, 423 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.8 (423) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • M

    Microsoft

    Advanced Data Analysis & Visualization with Copilot in Excel

    Skills you'll gain: Data Visualization, Excel Formulas, Microsoft Excel, Data Presentation, Pivot Tables And Charts, Data Visualization Software, Data Storytelling, Spreadsheet Software, Report Writing, Microsoft Copilot, Data Analysis, Data Synthesis, Anomaly Detection, Data Integration, Data-Driven Decision-Making, Trend Analysis, Statistical Analysis, Prompt Engineering, Exploratory Data Analysis, Statistical Methods

    4.2 stars, 48 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.2 (48) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • G

    Google

    Google Data Analytics

    Skills you'll gain: Data Presentation, Data Storytelling, Presentations, Data Cleansing, Rmarkdown, Data-Driven Decision-Making, Data Validation, Data Ethics, R (Software), Analytical Skills, Interactive Data Visualization, Dashboard, Spreadsheet Software, Ggplot2, SQL, File Management, Dashboard Creation, Data Analysis, Sampling (Statistics), Interviewing Skills

    4.5 stars, 332 reviews, Beginner, Professional Certificate, 3 - 6 Months

    ★ 4.5 (332) · Beginner · Professional Certificate · 3 - 6 Months

    Status: Free trial
    Free trial
  • E

    EDHEC Business School

    Global Financing Solutions (by EDHEC and Société Générale)

    Skills you'll gain: Environmental Social And Corporate Governance (ESG), Mergers & Acquisitions, Capital Markets, Project Finance, Financial Systems, Financial Market, Hedge Accounting, General Finance, Equities, Investment Banking, Securities (Finance), International Finance, Finance, Financial Services, Commercial Lending, Private Equity, Corporate Finance, Investment Management, Risk Mitigation, Loans

    4.7 stars, 204 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.7 (204) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • A

    Arizona State University

    Strategic Thinking

    Skills you'll gain: Strategic Thinking, Strategic Decision-Making, Complex Problem Solving, Decision Making, Contingency Planning, Analysis, Trend Analysis, Forecasting, Case Studies, Competitive Analysis, Risk Analysis, Data-Driven Decision-Making

    4.6 stars, 138 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.6 (138) · Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • F

    Fractal Analytics

    Advanced Machine Learning Algorithms

    Skills you'll gain: Feature Engineering, Model Evaluation, Machine Learning Algorithms, Model Optimization, Machine Learning Methods, Random Forest Algorithm, Advanced Analytics, Algorithms, Statistical Machine Learning, Applied Machine Learning, Decision Tree Learning, Predictive Modeling, Data Preprocessing, Fine-tuning, Classification And Regression Tree (CART)

    3.6 stars, 14 reviews, Beginner, Course, 1 - 3 Months

    ★ 3.6 (14) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • I

    Imperial College London

    Infectious Disease Modelling

    Skills you'll gain: Epidemiology, Mathematical Modeling, Infection Control, Statistical Modeling, Simulations, Infectious Diseases, Public Health and Disease Prevention, R Programming, Public Health, Predictive Modeling, Model Evaluation, R (Software), Model Optimization, Differential Equations, Data Modeling, Immunology, Regression Analysis, Statistical Methods, Probability Distribution

    4.8 stars, 305 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.8 (305) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • D

    Duke University

    Human Factors in AI

    Skills you'll gain: Responsible AI, Data Ethics, Experience Design, User Experience Design, Human Centered Design, Human Factors, Decision Intelligence, Information Privacy, Design Thinking, Machine Learning, Ethical Standards And Conduct, Law, Regulation, and Compliance, Automation

    4.7 stars, 250 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (250) · Beginner · Course · 1 - 4 Weeks

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

  • Generative AI & AI Agent Organizational Strategy for Leaders: Vanderbilt University
  • Workplace Culture for Everyone: Arizona State University
  • Excel for Beginners: Pivot Tables: Coursera
  • GenAI for Sales Operations: Automation, Analytics & Strategy: Coursera
  • The Korean Economic Development: Yonsei University
  • Advanced Data Analysis & Visualization with Copilot in Excel: Microsoft
  • Google Data Analytics: Google
  • Global Financing Solutions (by EDHEC and Société Générale): EDHEC Business School
  • Strategic Thinking: Arizona State University
  • Advanced Machine Learning Algorithms: Fractal Analytics

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Problem Solving (14)
Object-oriented Programming (13)
Kubernetes (10)
List & Label (10)

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