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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
  • I

    IE Business School

    Channel Management and Retailing

    Skills you'll gain: Retail Management, Marketing Channel, Merchandising, Conflict Management, Retail Store Operations, Market Opportunities, Supply Chain, E-Commerce, Market Dynamics, Vendor Relationship Management, Cross-Channel Marketing, Growth Strategies, Supply Chain Planning, Web Presence, Promotional Strategies, Company, Product, and Service Knowledge, Digital Transformation

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

    ★ 4.5 (1.1K) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Illinois Urbana-Champaign

    Ethics, Culture, and Global Perspectives

    Skills you'll gain: Business Ethics, Ethical Standards And Conduct, Cultural Sensitivity, Cultural Diversity, Brand Management, Culture, Cultural Responsiveness, Global Marketing, Branding, Brand Strategy, Corporate Sustainability, Intercultural Competence, Decision Making, Stakeholder Management, Stakeholder Engagement, Stakeholder Analysis, Case Studies

    4.7 stars, 260 reviews, Beginner, Course, 1 - 3 Months

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

    Status: Free trial
    Free trial
  • U

    University of Michigan

    Leading Diverse Teams & Organizations

    Skills you'll gain: Diversity and Inclusion, Workplace inclusivity, Diversity Equity and Inclusion Initiatives, Diversity Training, Growth Mindedness, Diversity Awareness, Team Leadership, Organizational Leadership, Diversity Programs, Leadership, Social Justice, Personal Development, Cultural Diversity, Self-Awareness, Organizational Change, Organizational Structure

    4.7 stars, 474 reviews, Beginner, Course, 1 - 4 Weeks

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

    Category: Preview
    Preview
  • U

    University of Maryland, College Park

    PMP Exam Prep Certification Training

    Skills you'll gain: Team Performance Management, Project Management, Project Implementation, Compliance Management, Agile Software Development, Management Training And Development, Strategic Decision-Making, Expectation Management, Drive Engagement, Plan Execution, Milestones (Project Management), Stakeholder Analysis, Resource Management, People Development, Governance Risk Management and Compliance, Risk Management, Change Control, Project Planning, Project Schedules, Technical Documentation

    4.6 stars, 296 reviews, Beginner, Specialization, 3 - 6 Months

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

    Status: Free trial
    Free trial
  • A

    AI CERTs

    Managing Projects with AI

    Skills you'll gain: Responsible AI, Project Management Software, AI Product Strategy, Project Risk Management, Project Management, Project Implementation, Project Planning, Risk Management, AI Workflows, Timelines, Project Scoping, Project Performance, Scheduling, Governance, Team Collaboration, Generative AI Agents, Generative AI, Forecasting, Digital Transformation, Decision Making

    3.2 stars, 6 reviews, Intermediate, Course, 1 - 3 Months

    ★ 3.2 (6) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • C

    Coursera

    Finding, Sorting, & Filtering Data in Microsoft Excel

    Skills you'll gain: Microsoft Excel, Spreadsheet Software, Data-Driven Decision-Making, Strategic Decision-Making, Microsoft Office

    4.7 stars, 522 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.7 (522) · Intermediate · Guided Project · Less Than 2 Hours

    Category: Free
    Free
  • I

    IESE Business School

    Operations Management

    Skills you'll gain: Operations Management, Process Improvement, Performance Improvement, Process Improvement and Optimization, Process Design, Process Analysis, Operations, Business Process Improvement, Administration, Inventory Management, Process Management, Business Operations, Operational Analysis, Organizational Strategy, Operational Efficiency, Operational Performance Management, Workflow Management, Strategic Decision-Making, Inventory Control, Capacity Management

    4.8 stars, 51 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.8 (51) · Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • H

    H2O.ai

    Practical Machine Learning on H2O

    Skills you'll gain: Model Evaluation, Unsupervised Learning, Deep Learning, Machine Learning Methods, Autoencoders, Anomaly Detection, Machine Learning Algorithms, Applied Machine Learning, Model Training, Machine Learning, Machine Learning Software, Supervised Learning, Decision Tree Learning, Predictive Modeling, Data Validation, Classification Algorithms, Random Forest Algorithm, Data Import/Export, Model Optimization, Data Manipulation

    4.5 stars, 74 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.5 (74) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • N

    National Taiwan University

    Operations Research (2): Optimization Algorithms

    Skills you'll gain: Operations Research, Linear Algebra, Numerical Analysis, Applied Mathematics, Model Optimization, Algorithms, Program Implementation, Mathematical Software, Computational Thinking, Mathematical Modeling, Resource Allocation, Decision Making, Calculus, Business Analytics

    4.9 stars, 162 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.9 (162) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • A

    Automatic Data Processing, Inc. (ADP)

    Structured Interviewing and Hiring Decisions

    Skills you'll gain: Interviewing Skills, Recruitment, Talent Recruitment, Compensation Strategy, Compensation and Benefits, Compensation Management, Coordination, Closing (Sales), Recruitment Strategies, Full Cycle Recruitment, Negotiation, Professional Networking, Presentations, Talent Acquisition, Constructive Feedback, Professional Development, Job Evaluation, Oral Expression, Labor Compliance, Decision Making

    4.3 stars, 35 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.3 (35) · Beginner · Specialization · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • U

    University of California, Irvine

    Data Science Fundamentals

    Skills you'll gain: Social Media Analytics, Analytical Skills, Data Ethics, Predictive Modeling, Model Evaluation, Unsupervised Learning, Natural Language Processing, Predictive Analytics, Regression Analysis, Data Mining, Data Science, Social Media, Text Mining, Anomaly Detection, Business Analytics, Decision Tree Learning, Big Data, Analytics, Supervised Learning, Cloud Computing

    4.3 stars, 264 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.3 (264) · Beginner · Specialization · 3 - 6 Months

    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
  • Channel Management and Retailing: IE Business School
  • Ethics, Culture, and Global Perspectives: University of Illinois Urbana-Champaign
  • Leading Diverse Teams & Organizations: University of Michigan
  • PMP Exam Prep Certification Training: University of Maryland, College Park
  • Managing Projects with AI: AI CERTs
  • Finding, Sorting, & Filtering Data in Microsoft Excel: Coursera
  • Operations Management: IESE Business School
  • Practical Machine Learning on H2O: H2O.ai
  • Operations Research (2): Optimization Algorithms: National Taiwan University

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