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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


  • Status: Free Trial
    Free Trial
    D

    Deep Teaching Solutions

    Think Critically: Deductive Reasoning and Mental Models

    Skills you'll gain: Deductive Reasoning, Cognitive flexibility, Logical Reasoning, Critical Thinking, Analytical Skills, Open Mindset, Systems Thinking, Problem Solving, Decision Making, Self-Awareness

    4.8
    Rating, 4.8 out of 5 stars
    ·
    40 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

    Modeling and Predicting Climate Anomalies

    Skills you'll gain: Dimensionality Reduction, Classification Algorithms, Matplotlib, Machine Learning Algorithms, Unsupervised Learning, Regression Analysis, Applied Machine Learning, Pandas (Python Package), Statistical Analysis, Data Visualization, Machine Learning, Environmental Policy, Data Science, Climate Change Mitigation, Data Analysis, Supervised Learning, Decision Tree Learning, International Relations, Policy Analysis, Energy and Utilities

    4.4
    Rating, 4.4 out of 5 stars
    ·
    11 reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of California, Davis

    Research Report: Delivering Insights

    Skills you'll gain: Data Synthesis, Data Storytelling, Presentations, Marketing, Data Visualization Software, Market Research, Social Media Marketing, Microsoft PowerPoint, Advertising, Customer Insights, Data Analysis, Verbal Communication Skills, Target Audience, Strategic Marketing, Market Analysis, Digital Marketing

    4.6
    Rating, 4.6 out of 5 stars
    ·
    182 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    E

    Emory University

    AI for Marketing

    Skills you'll gain: AI Personalization, Generative AI, Marketing Automation, Customer Retention, Personalized Service, Marketing Operations, Marketing Analytics, Marketing Effectiveness, Data-Driven Decision-Making, Customer experience improvement, Marketing Strategies, Marketing, AI Enablement, Responsible AI, Customer Engagement, Business Marketing, Customer Acquisition Management, Artificial Intelligence, Customer Insights, Marketing Psychology

    4.6
    Rating, 4.6 out of 5 stars
    ·
    78 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    F

    Fundação Instituto de Administração

    Innovation Management

    Skills you'll gain: Innovation, Project Risk Management, Risk Management, New Product Development, Organizational Strategy, Product Development, Project Management, Project Portfolio Management, Strategic Partnership, Product Improvement, Portfolio Management, Decision Making

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
    ·
    62 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Coursera

    AI for Project Managers and Scrum Masters

    Skills you'll gain: Agile Project Management, AI Enablement, Predictive Modeling, Agile Methodology, Innovation, Project Management Life Cycle, Project Management, Data-Driven Decision-Making, Automation, Artificial Intelligence, Digital Transformation, Risk Management, Change Management

    4.2
    Rating, 4.2 out of 5 stars
    ·
    140 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    M

    Meta

    Database Engineer Capstone

    Skills you'll gain: Stored Procedure, Database Design, Git (Version Control System), Database Development, MySQL, Databases, Database Application, Data Visualization Software, Version Control, SQL, Tableau Software, Data Modeling, Transaction Processing, Django (Web Framework), Project Management, Application Development, Python Programming

    3.8
    Rating, 3.8 out of 5 stars
    ·
    65 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    I

    Imperial College London

    Health Systems Development: Health systems, Policy and Research

    Skills you'll gain: Health Policy, Health Systems, Health Assessment, Health Care, Public Health, Policy Analysis, Health Care Administration, Community Health, Program Evaluation, Research, Case Studies

    4.8
    Rating, 4.8 out of 5 stars
    ·
    86 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    R

    Rice University

    Fundamentals of Immunology: Inflammation, Tolerance, Autoimmunity

    Skills you'll gain: Immunology, Infectious Diseases, Chronic Diseases, Hematology, Pathology, Molecular Biology, Diagnostic Tests, Cell Biology, Biochemistry

    4.8
    Rating, 4.8 out of 5 stars
    ·
    331 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    C

    Copenhagen Business School

    Strategic Management - Capstone Project

    Skills you'll gain: Case Studies, Plan Execution, Peer Review, Innovation, Business Planning, Business Strategy, Competitive Analysis, Business Analysis, Strategic Thinking, Constructive Feedback, Strategic Decision-Making, Presentations

    4.7
    Rating, 4.7 out of 5 stars
    ·
    379 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Preview
    Preview
    J

    Johns Hopkins University

    Introduction to AI: Key Concepts and Applications

    Skills you'll gain: AI Enablement, Model Evaluation, Performance Metric, Artificial Intelligence and Machine Learning (AI/ML), Strategic Leadership, Responsible AI, Machine Learning Algorithms, Data Quality, Model Deployment, Machine Learning, Algorithms, Classification Algorithms, Artificial Neural Networks, Decision Tree Learning, Random Forest Algorithm, Resource Utilization, System Requirements, Data Management

    4.8
    Rating, 4.8 out of 5 stars
    ·
    24 reviews

    Intermediate · Course · 1 - 3 Months

Searches related to decision tree

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

  • Think Critically: Deductive Reasoning and Mental Models: Deep Teaching Solutions
  • Business Strategy in Practice (Project-centered Course): University of Virginia
  • Modeling and Predicting Climate Anomalies: University of Colorado Boulder
  • Research Report: Delivering Insights: University of California, Davis
  • AI for Marketing: Emory University
  • Innovation Management: Fundação Instituto de Administração
  • AI for Project Managers and Scrum Masters: Coursera
  • Database Engineer Capstone: Meta
  • Health Systems Development: Health systems, Policy and Research: Imperial College London
  • Fundamentals of Immunology: Inflammation, Tolerance, Autoimmunity: Rice University

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Google Cloud Platform (18)
Application Programming Interfaces (17)
Data Structure (16)
Problem Solving (14)
Object-oriented Programming (13)
Kubernetes (10)
List & Label (10)

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