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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


  • U

    University of California, Davis

    Creating Dashboards and Storytelling with Tableau

    Skills you'll gain: Data Storytelling, Dashboard Creation, Data Presentation, Dashboard, Data Visualization, Interactive Data Visualization, Stakeholder Analysis, Tableau Software, Data Visualization Software, Requirements Analysis, Stakeholder Management, Data Cleansing, Stakeholder Engagement, Storyboarding, Data Quality, Data Preprocessing

    4.6 stars, 1.1K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.6 (1.1K) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Manchester

    Managing Responsibly: Practicing Sustainability, Responsibility and Ethics

    Skills you'll gain: Sustainable Business, Corporate Sustainability, Sustainable Systems, Business Ethics, Sustainable Development, Intercultural Competence, Ethical Standards And Conduct, Team Oriented, Decision Making, Cultural Diversity, Systems Thinking, Business Transformation, Stakeholder Management

    4.8 stars, 700 reviews, Mixed, Course, 1 - 3 Months

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

    Category: Preview
    Preview
  • I

    IE Business School

    Critical Perspectives on Management

    Skills you'll gain: Innovation, Employee Performance Management, Performance Appraisal, Performance Management, Leadership and Management, Governance, Case Studies, Organizational Effectiveness, Corporate Strategy, Decision Making, Behavioral Economics, Ancient History, Organizational Structure, Business Strategy, Business Economics, Social Studies, Economics, Market Dynamics, Storytelling

    4.8 stars, 314 reviews, Beginner, Course, 1 - 3 Months

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

  • U

    University of Michigan

    Feedback Loops: How to Give & Receive High-Quality Feedback

    Skills you'll gain: Constructive Feedback, Decision Making, Peer Review, Drive Engagement, Team Performance Management, Recognizing Others, Team Building, Teamwork, Team Management, Independent Thinking, Personal Development, Empathy, People Development, Self-Awareness, Solution Delivery, Rapport Building, Growth Mindedness, People Management, Leadership Development, Communication

    4.6 stars, 89 reviews, Beginner, Specialization, 3 - 6 Months

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

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Communicating Business Analytics Results

    Skills you'll gain: Data Storytelling, Data Presentation, Data Visualization, Storytelling, Data Literacy, Business Analytics, Presentations, Data-Driven Decision-Making, Data Analysis, Analytics, Technical Communication, Case Studies, Predictive Analytics, Correlation Analysis

    4.5 stars, 521 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.5 (521) · Intermediate · Course · 1 - 4 Weeks

    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, 252 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • C

    Corporate Finance Institute

    Data Skills for Excel Professionals

    Skills you'll gain: Dashboard, Microsoft Excel, Pivot Tables And Charts, Star Schema, Spreadsheet Software, Dashboard Creation, Data Transformation, Data Analysis Expressions (DAX), Data Storytelling, Data Analysis, Excel Formulas, Extract, Transform, Load, Consolidation, Data Visualization Software, Data Presentation, Data Modeling, Business Intelligence, Competitive Analysis, Data Wrangling, Data Manipulation

    4.7 stars, 224 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.7 (224) · Beginner · Specialization · 3 - 6 Months

    Category: Job skills
    Job skills
    Status: Free trial
    Free trial
  • J

    Johns Hopkins University

    Leading Change in Health Informatics

    Skills you'll gain: Healthcare Project Management, Health Informatics, Clinical Informatics, Change Control, Health Care Administration, Clinical Leadership, Health Administration, IT Management, Strategic Leadership, Health Technology, Health Care, Decision Support Systems, Continuous Quality Improvement (CQI), Electronic Medical Record, System Implementation, Process Modeling

    4.7 stars, 311 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • T

    The University of Chicago

    Machine Learning: Concepts and Applications

    Skills you'll gain: Keras (Neural Network Library), Machine Learning Methods, Unsupervised Learning, Machine Learning Algorithms, Deep Learning, Machine Learning, Statistical Machine Learning, Machine Learning Software, Decision Tree Learning, Applied Machine Learning, Scikit Learn (Machine Learning Library), Classification Algorithms, Supervised Learning, Regression Analysis, Artificial Intelligence and Machine Learning (AI/ML), Random Forest Algorithm, Model Training, Dimensionality Reduction, Model Evaluation, Data Preprocessing

    3.9 stars, 25 reviews, Intermediate, Course, 1 - 3 Months

    ★ 3.9 (25) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • C

    Coursera

    AWS S3 Basics

    Skills you'll gain: Amazon S3, Amazon Web Services, Cloud Hosting, Cloud Storage, Version Control, Encryption, Data Storage, Cloud Security

    4.5 stars, 1.3K reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.5 (1.3K) · Beginner · Guided Project · Less Than 2 Hours

    Category: Free
    Free
  • G

    Google Cloud

    Analyzing and Visualizing Data in Looker

    Skills you'll gain: Looker (Software), Dashboard Creation, Dashboard, Data Visualization Software, Data Analysis, Pivot Tables And Charts, Interactive Data Visualization, Data Sharing, Analysis, Data Presentation, Data Transformation, Data Manipulation, Data Import/Export, Collaborative Software, Content Management

    4.7 stars, 375 reviews, Beginner, Course, 1 - 3 Months

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

    Status: Free trial
    Free trial
  • U

    University of Illinois Urbana-Champaign

    Global Impact: Business Ethics

    Skills you'll gain: Business Ethics, Ethical Standards And Conduct, Corporate Sustainability, Stakeholder Management, Stakeholder Analysis, Cultural Sensitivity, Decision Making, Sustainable Business, Cultural Diversity, Culture, International Relations

    4.7 stars, 549 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (549) · 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

  • Creating Dashboards and Storytelling with Tableau: University of California, Davis
  • Managing Responsibly: Practicing Sustainability, Responsibility and Ethics: University of Manchester
  • Critical Perspectives on Management: IE Business School
  • Feedback Loops: How to Give & Receive High-Quality Feedback: University of Michigan
  • Communicating Business Analytics Results: University of Colorado Boulder
  • Human Factors in AI: Duke University
  • Data Skills for Excel Professionals: Corporate Finance Institute
  • Leading Change in Health Informatics: Johns Hopkins University
  • Machine Learning: Concepts and Applications: The University of Chicago
  • AWS S3 Basics: Coursera

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