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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


  • L

    L&T EduTech

    Petroleum Engineering with AI Applications

    Skills you'll gain: Oil and Gas, Petroleum Industry, Hazard Analysis, Safety Standards, Environmental Resource Management, Energy and Utilities, Safety Assurance, Safety Training, Environment and Resource Management, Environmental Regulations, Environment Health And Safety, Environmental Science, Environmental Engineering and Restoration, Big Data, Process Engineering, Chemical Engineering, Environmental Engineering, Data Management, Pump Stations, Environmental Issue

    4.6 stars, 242 reviews, Advanced, Specialization, 3 - 6 Months

    ★ 4.6 (242) · Advanced · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • N

    National Taiwan University

    用 Python 做商管程式設計(一)(Programming for Business Computing in Python (1))

    Skills you'll gain: Information Systems, Information Management, Data Structures, Transportation Operations, Information Technology, Production Planning, Production Schedule, Operations Management, Business Operations, Inventory Control, Logistics, Computational Logic, Algorithms, Programming Principles, Computer Programming, Python Programming, Decision Making, Development Environment, Software Installation

    4.9 stars, 901 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.9 (901) · Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Leadership that Delivers

    Skills you'll gain: Accountability Frameworks, Strategic Leadership, Business Leadership, Change Management, Organizational Change, Team Motivation, Leadership, Management Training And Development, Motivational Skills, Trustworthiness, Organizational Leadership, Accountability, Communication Strategies, Visionary, Leadership Development, Workplace inclusivity, Decision Making, Leadership and Management, Diversity and Inclusion, Cross-Functional Team Leadership

    4.5 stars, 45 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.5 (45) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Social Media Advertising

    Skills you'll gain: Social Media, Social Media Campaigns, Social Media Marketing, Social Media Strategy, Content Performance Analysis, Advertising Campaigns, Online Advertising, Advertising, Social Media Management, Target Audience, Social Media Analytics, Meta Ads Manager, Digital Advertising, Paid media, Social Media Content, Campaign Management, Performance marketing, Data Ethics, Instagram, Digital Analysis

    4.6 stars, 334 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.6 (334) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    Universidad Nacional Autónoma de México

    Introducción a la estrategia

    Skills you'll gain: Organizational Strategy, Governance, Corporate Strategy, Organizational Structure, Business Strategies, Competitive Analysis, Business Management, Business Planning, Business Strategy, Business Ethics, Corporate Sustainability, New Business Development, Environmental Social And Corporate Governance (ESG), Business, Strategic Thinking, Entrepreneurship, Market Analysis, Strategic Decision-Making, Analysis, Stakeholder Analysis

    4.8 stars, 551 reviews, Mixed, Course, 1 - 3 Months

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

    Status: Free trial
    Free trial
  • R

    Rice University

    Principles of Computing (Part 2)

    Skills you'll gain: Computational Thinking, Programming Principles, Algorithms, Data Structures, Theoretical Computer Science, Computer Programming, Program Development, Python Programming, Computer Science, Verification And Validation

    4.8 stars, 365 reviews, Intermediate, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • E

    Emory University

    Meaningful Marketing Insights

    Skills you'll gain: Pivot Tables And Charts, Marketing Analytics, Descriptive Statistics, Data-Driven Marketing, Microsoft Excel, Customer Insights, Spreadsheet Software, Regression Analysis, Data Analysis, Data-Driven Decision-Making, Excel Formulas, Statistical Visualization, Marketing, Marketing Effectiveness, Exploratory Data Analysis, Consumer Behaviour, Statistical Analysis, Data Manipulation, Data Wrangling, Forecasting

    4.3 stars, 293 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.3 (293) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • A

    Arizona State University

    Inglés Empresarial: Finanzas y Economía

    Skills you'll gain: Business Ethics, Business Correspondence, Ethical Standards And Conduct, Negotiation, Purchasing, Business Writing, Business Communication, Decision Making, Financial Auditing, Forecasting, Auditing, Communication, Budgeting, Influencing, Vocabulary, English Language, Verbal Communication Skills, Leadership, Financial Forecasting, Finance

    4.7 stars, 412 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.7 (412) · Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • I

    IIMA - IIM Ahmedabad

    Supply Chain Digitization: Strategy and Design

    Skills you'll gain: Supply Chain Management, Supply Chain Planning, Supply Chain, Supply Chain Systems, Transportation, Supply Chain, and Logistics, Transportation Management, Digital Transformation, Supply Management, Transportation Operations, Logistics Management, Logistics, Inventory and Warehousing, Business Analytics, Data-Driven Decision-Making, Inventory Management System, Warehousing, Business Transformation, Order Fulfillment, Warehouse Management, Strategic Thinking

    4.7 stars, 73 reviews, Intermediate, Course, 1 - 3 Months

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

    Category: Preview
    Preview
  • M

    Microsoft

    Foundations of Coding Back-End

    Skills you'll gain: Back-End Web Development, Program Development, Algorithms, Programming Principles, Debugging, Computational Thinking, Diagram Design, C# (Programming Language), Code Reusability, Version Control, GitHub, Git (Version Control System), Computational Logic, Microsoft Copilot

    4.5 stars, 135 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.5 (135) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • B

    Banco Interamericano de Desarrollo

    Gestión con enfoque en riesgos en proyectos de desarrollo

    Skills you'll gain: Project Risk Management, Risk Management, Risk Analysis, Risk Management Framework, Risk Mitigation, Risk Control, Project Design, Continuous Monitoring, Project Management, Project Planning, Decision Making, Prioritization

    4.9 stars, 107 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.9 (107) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • L

    Lecturio

    Nursing Prerequisites: Essential Sciences for Future Nurses

    Skills you'll gain: Microbiology, Pharmacology, Sensory Systems Analysis, Health Disparities, Molecular Biology, Infection Control, Infectious Diseases, Chemistry, Social Sciences, Biochemistry, Psychology, Molecular, Cellular, and Microbiology, Sociology, Cultural Sensitivity, Analytical Chemistry, Immunology, Behavior Management, Biology, Decision Making, Taxonomy

    4.5 stars, 24 reviews, Intermediate, Professional Certificate, 3 - 6 Months

    ★ 4.5 (24) · Intermediate · Professional Certificate · 3 - 6 Months

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

  • Petroleum Engineering with AI Applications: L&T EduTech
  • 用 Python 做商管程式設計(一)(Programming for Business Computing in Python (1)): National Taiwan University
  • Leadership that Delivers: Coursera
  • Social Media Advertising: University of Colorado Boulder
  • Introducción a la estrategia: Universidad Nacional Autónoma de México
  • Principles of Computing (Part 2): Rice University
  • Meaningful Marketing Insights: Emory University
  • Inglés Empresarial: Finanzas y Economía: Arizona State University
  • Supply Chain Digitization: Strategy and Design: IIMA - IIM Ahmedabad
  • Foundations of Coding Back-End: Microsoft

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Object-oriented Programming (13)
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