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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


  • M

    Microsoft

    Data Cleaning & Processing with Copilot in Excel

    Skills you'll gain: Prompt Engineering, Microsoft Copilot, Data Cleansing, Microsoft Excel, Data Manipulation, Data Quality, Prompt Engineering Tools, Data Analysis, Data Wrangling, Analysis, Data Transformation, Data Validation, Data Preprocessing, Data Processing, Data Integrity

    4.4 stars, 72 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.4 (72) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Michigan

    Introduction to Machine Learning in Sports Analytics

    Skills you'll gain: Scikit Learn (Machine Learning Library), Supervised Learning, Applied Machine Learning, Model Evaluation, Machine Learning Methods, Predictive Analytics, Feature Engineering, Classification And Regression Tree (CART), Machine Learning Algorithms, Predictive Modeling, Machine Learning Software, Analytics, Decision Tree Learning, Machine Learning, Logistic Regression, Data Analysis, Data Analysis Software, Classification Algorithms, Python Programming

    4.7 stars, 27 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.7 (27) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • L

    L&T EduTech

    Intelligent Digital Factories

    Skills you'll gain: Machine Learning Algorithms, Internet Of Things, Artificial Intelligence, Unsupervised Learning, Python Programming, Embedded Software, Computer Vision, Peripheral Devices, Integrated Development Environments, Deep Learning, Applied Machine Learning, Image Analysis, Machine Learning, Embedded Systems, Civil Engineering, Classification Algorithms, Security Controls, Wireless Networks, Automation, Digital Transformation

    4.6 stars, 328 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.6 (328) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of Michigan

    Environmental Economics

    Skills you'll gain: Sustainable Development, Sustainable Business, Environmental Policy, Environmental Issue, Environmental Regulations, Environment, Environment and Resource Management, Climate Change Programs, Climate Change Mitigation, Financial Policy, Cost Benefit Analysis, Energy and Utilities, Economics, Oil and Gas, Policy Analysis, Market Dynamics, Public Policies, Decision Making

    4.8 stars, 28 reviews, Beginner, Course, 1 - 3 Months

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

    Status: Free trial
    Free trial
  • N

    Northeastern University

    Healthcare Analytics Essentials

    Skills you'll gain: Business Analytics, Analytics, Statistical Methods, Patient Safety, Health Systems, Health Care, Patient-centered Care, Statistical Analysis, Patient Evaluation, Performance Measurement, Performance Metric, Data Analysis, Data-Driven Decision-Making, Peer Review, Data Collection, Strategic Thinking, Data Management, Systems Thinking

    4.6 stars, 40 reviews, Beginner, Course, 1 - 4 Weeks

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

    Category: Preview
    Preview
  • 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 Colorado Boulder

    Anti-Racism I

    Skills you'll gain: Diversity Awareness, Social Justice, Cultural Responsiveness, Diversity Training, Intercultural Competence, Cultural Diversity, Social Studies, Cultural Sensitivity, Sociology, Advocacy, Oral Expression, Discussion Facilitation

    4.6 stars, 300 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • U

    University of Michigan

    Feedback Loops: Feedback Fundamentals

    Skills you'll gain: Constructive Feedback, Decision Making, Recognizing Others, Peer Review, Personal Development, Self-Awareness, Growth Mindedness, Decision Intelligence, Editing, Scheduling, Leadership, Creativity, Communication, People Management

    4.6 stars, 72 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • 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

    Universitat Autònoma de Barcelona

    Tu consultorio de Coaching en las ondas

    Skills you'll gain: Team Leadership, Conflict Management, Team Management, Employee Coaching, Change Management, Expectation Management, Constructive Feedback, Diversity and Inclusion, Organizational Change, Coaching, Teamwork, Verbal Communication Skills, Leadership, Communication Strategies, Communication, Proactivity

    4.8 stars, 511 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (511) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • U

    University of Illinois Urbana-Champaign

    Foundations of Professional Identity

    Skills you'll gain: Professional Development, Business Ethics, Professionalism, Decision Making, Ethical Standards And Conduct, Personal Integrity, Communication Strategies, Personal Development, Honesty, Communication, New Hire Orientations, Self-Awareness

    4.8 stars, 67 reviews, Beginner, Course, 1 - 3 Months

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

    Status: Free trial
    Free trial
  • U

    University of Illinois Urbana-Champaign

    U.S. and International Taxation for Business

    Skills you'll gain: Corporate Finance, Export Control, Regulatory Compliance, Organizational Strategy, Property and Real Estate, Strategic Decision-Making, Business Analysis, Policy Analysis, Research, and Development, Case Law, Case Studies, Analysis, Consolidation

    4.7 stars, 415 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.7 (415) · Intermediate · Specialization · 3 - 6 Months

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

  • Data Cleaning & Processing with Copilot in Excel: Microsoft
  • Introduction to Machine Learning in Sports Analytics: University of Michigan
  • Intelligent Digital Factories: L&T EduTech
  • Environmental Economics: University of Michigan
  • Healthcare Analytics Essentials: Northeastern University
  • Leading Diverse Teams & Organizations: University of Michigan
  • Anti-Racism I: University of Colorado Boulder
  • Feedback Loops: Feedback Fundamentals: University of Michigan
  • Leadership that Delivers: Coursera
  • Tu consultorio de Coaching en las ondas: Universitat Autònoma de Barcelona

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