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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


  • Status: Hot New Release
    Hot New Release
    U

    University of California, Davis

    Estimating and Bidding in Construction

    Skills you'll gain: Construction Estimating, Engineering Plans And Specifications, Blueprint Reading, Architectural Drawing, Cost Estimation, Building Information Modeling, Project Estimation, Risk Management, Project Risk Management, Architecture and Construction, Cost Management, Technical Drawing, Engineering Drawings, Construction Management, Estimation, Bidding, Construction, Risk Analysis, Presentations, Business Communication

    4.3
    Rating, 4.3 out of 5 stars
    ·
    17 reviews

    Intermediate · Specialization · 3 - 6 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

    4.6
    Rating, 4.6 out of 5 stars
    ·
    34 reviews

    Beginner · Specialization · 1 - 3 Months

  • C

    Coursera

    Effective Leadership: Master Management Styles

    Skills you'll gain: Team Performance Management, Management Training And Development, Team Management, Team Leadership, Leadership and Management, Organizational Leadership, Leadership, Leadership Development, Adaptability, People Management, Performance Management, Professional Development, Staff Management, Employee Engagement, Self-Awareness

    4.8
    Rating, 4.8 out of 5 stars
    ·
    134 reviews

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Illinois Urbana-Champaign

    Liderazgo

    Skills you'll gain: Trustworthiness, Business Ethics, Business Leadership, Leadership and Management, Organizational Leadership, Emotional Intelligence, Project Management Life Cycle, Decision Making, Leadership, Empathy & Emotional Intelligence, Motivational Skills, Recognizing Others, Professionalism, Team Motivation, Leadership Development, Ethical Standards And Conduct, Initiative and Leadership, Communication Strategies, Self-Motivation, Strategic Decision-Making

    4.7
    Rating, 4.7 out of 5 stars
    ·
    48 reviews

    Beginner · Course · 1 - 4 Weeks

  • T

    The Chinese University of Hong Kong

    Advanced Modeling for Discrete Optimization

    Skills you'll gain: Model Optimization, Debugging, Mathematical Modeling, Operations Research, Model Evaluation, Applied Mathematics, Combinatorics, Computational Logic, Code Reusability, Algorithms

    4.9
    Rating, 4.9 out of 5 stars
    ·
    142 reviews

    Intermediate · Course · 1 - 3 Months

  • C

    Columbia University

    HI-FIVE: Health Informatics For Innovation, Value & Enrichment (Administrative/IT Perspective)

    Skills you'll gain: Value-Based Care, Health Informatics, Care Coordination, Analytics, Health Care Administration, Clinical Data Management, Data Analysis, Interoperability, Data Ethics, Health Systems, Health Technology, Patient-centered Care, Predictive Modeling

    4.7
    Rating, 4.7 out of 5 stars
    ·
    143 reviews

    Beginner · Course · 1 - 3 Months

  • U

    University of California San Diego

    Code Free Data Science

    Skills you'll gain: Predictive Modeling, Data Manipulation, Predictive Analytics, Big Data, Data Mining, Data Analysis, Data Science, Data-Driven Decision-Making, Unsupervised Learning, Analytics, Data Analysis Software, Model Evaluation, No-Code Development, Software Installation

    4.3
    Rating, 4.3 out of 5 stars
    ·
    216 reviews

    Beginner · Course · 1 - 4 Weeks

  • B

    Board Infinity

    Excel Essentials and Beyond

    Skills you'll gain: Pivot Tables And Charts, Data Presentation, Data Visualization, Interactive Data Visualization, Spreadsheet Software, Data Storytelling, Data Visualization Software, Excel Formulas, Data Analysis, Data-Driven Decision-Making, Data Cleansing, Data Management

    4.4
    Rating, 4.4 out of 5 stars
    ·
    53 reviews

    Beginner · Course · 1 - 3 Months

  • E

    EDHEC Business School

    Economics and Policies of Climate Change

    Skills you'll gain: Environmental Policy, Economics, Climate Change Programs, Environmental Issue, Economics, Policy, and Social Studies, Financial Policy, Climate Change Mitigation, Cost Benefit Analysis, Policy Analysis, Climate Change Adaptation, Futures Exchange, Environmental Regulations, Derivatives, Market Analysis, Financial Market, Tax, Financial Trading, Mathematical Modeling

    4.6
    Rating, 4.6 out of 5 stars
    ·
    71 reviews

    Beginner · Course · 1 - 3 Months

  • 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, Editing, Scheduling, Leadership, Creativity, Communication, People Management

    4.6
    Rating, 4.6 out of 5 stars
    ·
    70 reviews

    Beginner · Course · 1 - 4 Weeks

  • P

    Pearson

    Certified Associate in Project Management (CAPM)® Exam: Unit 2

    Skills you'll gain: Agile Project Management, Project Management, Technical Management, Project Management Office (PMO), Program Management, Project Portfolio Management, Matrix Management, Project Controls, Team Performance Management, Leadership, Motivational Skills, Agile Methodology, Stakeholder Management, Emotional Intelligence, Conflict Management, Business Acumen, Organizational Structure, Portfolio Management, Stakeholder Engagement, Decision Making

    4.9
    Rating, 4.9 out of 5 stars
    ·
    10 reviews

    Beginner · Course · 1 - 4 Weeks

  • I

    INSEAD

    Blockchain Opportunity Analysis

    Skills you'll gain: Peer Review, Blockchain, Plan Execution, Market Opportunities, Business Analysis, Strategic Thinking, Case Studies, Market Analysis, Solution Design, New Business Development, Business Modeling, Value Propositions, Proposal Development, Decision Making, Market Research, Target Audience

    4.6
    Rating, 4.6 out of 5 stars
    ·
    214 reviews

    Intermediate · Course · 1 - 3 Months

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In summary, here are 10 of our most popular decision tree courses

  • Estimating and Bidding in Construction: University of California, Davis
  • Leadership that Delivers: Coursera
  • Effective Leadership: Master Management Styles: Coursera
  • Liderazgo: University of Illinois Urbana-Champaign
  • Advanced Modeling for Discrete Optimization: The Chinese University of Hong Kong
  • HI-FIVE: Health Informatics For Innovation, Value & Enrichment (Administrative/IT Perspective): Columbia University
  • Code Free Data Science: University of California San Diego
  • Excel Essentials and Beyond: Board Infinity
  • Economics and Policies of Climate Change: EDHEC Business School
  • Feedback Loops: Feedback Fundamentals : University of Michigan

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