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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: Preview
    Preview
    J

    Johns Hopkins University

    Trustworthy AI: Managing Bias, Ethics, and Accountability

    Skills you'll gain: Responsible AI, Data Ethics, Artificial Intelligence, Business Ethics, Machine Learning, Accountability, Artificial Intelligence and Machine Learning (AI/ML), Risk Analysis, Case Studies, Risk Mitigation, Law, Regulation, and Compliance, Decision Making, Workforce Management, Analysis

    4.4
    Rating, 4.4 out of 5 stars
    ·
    12 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of California, Irvine

    Career Success Project

    Skills you'll gain: Peer Review, Project Management, Professional Development, Business Communication, Critical Thinking, Problem Solving, Business Planning, Innovation, Strategic Thinking, Presentations, Constructive Feedback, Analysis

    4.7
    Rating, 4.7 out of 5 stars
    ·
    338 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    T

    The State University of New York

    Data Analytics in Sports Law and Management

    Skills you'll gain: Facility Management, Event Management, Legal Risk, Contract Management, Performance Analysis, Hospitality and Food Services, Facility Operations, Event Planning, Business Analytics, Analytics, Data Management, Data-Driven Decision-Making, Scheduling, Community Outreach, Labor Relations, Event Marketing, Relationship Management, Data Analysis, Law, Regulation, and Compliance, Regulation and Legal Compliance

    4.7
    Rating, 4.7 out of 5 stars
    ·
    44 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Preview
    Preview
    I

    Institut Mines-Télécom

    Manager dans l'incertain

    Skills you'll gain: Decision Making, Strategic Decision-Making, Risk Management, Project Risk Management, Performance Measurement, Business Metrics, Project Management, Project Planning, Change Control, Innovation, Business Strategy

    4.9
    Rating, 4.9 out of 5 stars
    ·
    26 reviews

    Beginner · Course · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    T

    Technical University of Munich (TUM)

    Digitalisation in Aeronautics

    Skills you'll gain: Control Systems, Structural Engineering, Digital Transformation, Engineering Analysis, Communication Systems, Mathematical Modeling, Engineering Design Process, Simulation and Simulation Software, Technology Strategies

    4.7
    Rating, 4.7 out of 5 stars
    ·
    207 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Building Intelligent Troubleshooting Agents

    Skills you'll gain: Large Language Modeling, Natural Language Processing, LLM Application, Generative AI Agents, Prompt Engineering, Test Case, Agentic systems, User Interface (UI), Artificial Intelligence and Machine Learning (AI/ML), Performance Testing, Debugging, Applied Machine Learning, Artificial Intelligence, Machine Learning Algorithms, Classification Algorithms, Decision Support Systems, Model Evaluation, Performance Tuning

    4.2
    Rating, 4.2 out of 5 stars
    ·
    15 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free
    Free
    T

    The Chinese University of Hong Kong

    Advanced Modeling for Discrete Optimization

    Skills you'll gain: Debugging, Mathematical Modeling, Advanced Mathematics, Operations Research, Computational Logic, Data Structures

    4.9
    Rating, 4.9 out of 5 stars
    ·
    139 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Python, SQL, Tableau for Data Science

    Skills you'll gain: Data Storytelling, Data Presentation, SQL, Data Visualization Software, Database Design, AWS SageMaker, Unsupervised Learning, Data Visualization, Interactive Data Visualization, Dashboard, Feature Engineering, Database Management, Exploratory Data Analysis, A/B Testing, Tableau Software, Pandas (Python Package), Matplotlib, Python Programming, Data Analysis, Machine Learning

    3.8
    Rating, 3.8 out of 5 stars
    ·
    22 reviews

    Beginner · Professional Certificate · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    The Ethical Leader

    Skills you'll gain: Business Ethics, Ethical Standards And Conduct, Diversity and Inclusion, Team Leadership, Responsible AI, Artificial Intelligence, Decision Making, Leadership, Cultural Diversity, Leadership Development

    4.5
    Rating, 4.5 out of 5 stars
    ·
    17 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Leading with Impact: Team Dynamics, Strategy and Ethics

    Skills you'll gain: Strategic Thinking, Strategic Leadership, Teamwork, Team Leadership, Business Leadership, Team Management, Business Ethics, Organizational Leadership, Leadership, Leadership and Management, Strategic Decision-Making, Leadership Development, Critical Thinking and Problem Solving, Ethical Standards And Conduct, Decision Making

    4.8
    Rating, 4.8 out of 5 stars
    ·
    16 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Virginia

    Business Strategy in Practice (Project-centered Course)

    Skills you'll gain: Peer Review, Organizational Strategy, Business Research, Project Management, Business Strategy, Competitive Analysis, Business Analysis, Strategic Decision-Making, Business Communication, Analysis, Report Writing, Business Writing, Presentations

    4.7
    Rating, 4.7 out of 5 stars
    ·
    208 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Principles of Leadership: Leading Oneself

    Skills you'll gain: Personal Development, Resilience, Self-Awareness, Mental Concentration, Accountability, Overcoming Obstacles, Self-Motivation, Persistence, Productivity, Courage, Emotional Intelligence, Growth Mindedness, Time Management, Positivity, Optimism, Initiative and Leadership, Personal Attributes, Decision Making, Engineering Management, Goal Setting

    Build toward a degree

    4.8
    Rating, 4.8 out of 5 stars
    ·
    119 reviews

    Beginner · Specialization · 3 - 6 Months

Searches related to decision tree

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1…107108109…234

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

  • Trustworthy AI: Managing Bias, Ethics, and Accountability: Johns Hopkins University
  • Career Success Project: University of California, Irvine
  • Data Analytics in Sports Law and Management: The State University of New York
  • Manager dans l'incertain: Institut Mines-Télécom
  • Digitalisation in Aeronautics: Technical University of Munich (TUM)
  • Building Intelligent Troubleshooting Agents: Microsoft
  • Advanced Modeling for Discrete Optimization: The Chinese University of Hong Kong
  • Python, SQL, Tableau for Data Science: Coursera
  • The Ethical Leader: Johns Hopkins University
  • Leading with Impact: Team Dynamics, Strategy and Ethics: Coursera

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Object-oriented Programming (13)
Kubernetes (10)
List & Label (10)

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