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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


  • U

    University of Virginia

    Bacterial Bioinformatics

    Skills you'll gain: Bioinformatics, Data Analysis Software, Scientific Visualization, Taxonomy, Data Import/Export

    4.7 stars, 320 reviews, Intermediate, Course, 1 - 3 Months

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

    Category: Free
    Free
  • S

    Shanghai Jiao Tong University

    当代应用心理学

    Skills you'll gain: Human Factors, Consumer Behaviour, Organizational Leadership, Psychological Evaluations, Leadership Studies, Leadership and Management, Psychology, Marketing Psychology, Mental Health, Professional Development, Mental and Behavioral Health, Marketing, Leadership, Criminal Investigation and Forensics, Workforce Development, Personal Attributes, Human Development, Social Sciences, Decision Making

    4.6 stars, 98 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.6 (98) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • F

    Fractal Analytics

    Structured Approach to Problem Solving

    Skills you'll gain: Human Centered Design, Problem Solving, Critical Thinking and Problem Solving, Critical Thinking, Analytical Skills, Data Science, Decision Making, Data Analysis

    4.6 stars, 165 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • N

    Northeastern University

    Business Application of Machine Learning and Artificial Intelligence in Healthcare

    Skills you'll gain: Journey Mapping, Health Informatics, Decision Support Systems, AI Enablement, Business Analytics, Data Compilation, AI Product Strategy, Predictive Analytics, Data-Driven Decision-Making, Health Technology, Advanced Analytics, Care Management, Artificial Intelligence and Machine Learning (AI/ML), Analytics, Predictive Modeling, AI Integrations, Applied Machine Learning, Healthcare Industry Knowledge, Value-Based Care, Machine Learning

    4.4 stars, 84 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.4 (84) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University at Buffalo

    Advanced Manufacturing Enterprise

    Skills you'll gain: Product Lifecycle Management, Performance Measurement, Manufacturing Operations, Supply Chain Management, Manufacturing and Production, Operations Management, Enterprise Resource Planning, Production Planning, Material Requirements Planning, Data Integration, Business Process Management, Data Collection, Digital Transformation, Data Security, Enterprise Application Management, Data Management, Decision Making

    4.6 stars, 645 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • R

    Rice University

    Principles of Economics: Introduction - Getting to Know You

    Skills you'll gain: Economics, Supply And Demand, Market Dynamics, Business Economics, Economics, Policy, and Social Studies, Market Analysis, Tax, Cost Benefit Analysis, Policy Analysis, Public Policies, Resource Allocation, Consumer Behaviour, Decision Making

    4.8 stars, 68 reviews, Beginner, Course, 1 - 3 Months

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

    Status: Free trial
    Free trial
  • U

    Unilever

    Using Data Analytics in Supply Chain

    Skills you'll gain: Data Governance, Data Storytelling, Data Presentation, Data Literacy, Presentations, Data Visualization, Supply Chain, Data Management, Supply Chain Management, Data Analysis, Data Analysis Software, Analytics, Data Visualization Software, Data Quality, Data Compilation, Analytical Skills, Data Cleansing, Data Synthesis, Risk Management, Problem Solving

    4.5 stars, 95 reviews, Beginner, Course, 1 - 3 Months

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

    Status: Free trial
    Free trial
  • 2

    28DIGITAL

    Business Implications of AI: A Nano-course

    Skills you'll gain: Strategic Decision-Making, Business Leadership, Artificial Intelligence, Business Strategy, Corporate Strategy, Leadership, Organizational Structure, Automation, Organizational Change, Operational Efficiency, Cost Reduction

    4.5 stars, 1.3K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.5 (1.3K) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • I

    Illinois Tech

    Strategy & Economic Analysis

    Skills you'll gain: Market Dynamics, Supply And Demand, Game Theory, Business Strategy, Product Lifecycle Management, Competitive Analysis, Strategic Thinking, Business Economics, Business Strategies, Product Strategy, Innovation, Economics, Market Trend, Strategic Decision-Making, Strategic Planning, Global Marketing, Market Analysis, Revenue Management, Adaptability, Team Leadership

    4.6 stars, 232 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.6 (232) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • U

    University of London

    Statistics for International Business

    Skills you'll gain: Sampling (Statistics), Descriptive Statistics, Data Presentation, Statistics, Statistical Methods, Estimation, Probability, Data-Driven Decision-Making, Data Collection, Probability & Statistics, Statistical Inference, Statistical Hypothesis Testing, Probability Distribution, Decision Making, Data Analysis, Statistical Visualization, Graphing

    3.8 stars, 317 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 3.8 (317) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • J

    Johns Hopkins University

    Neuromarketing

    Skills you'll gain: Research Design, Institutional Review Board (IRB), Science and Research, Laboratory Research, Research Methodologies, Research, Consumer Behaviour, Sensory Systems Analysis, Influencing, Marketing Psychology, Case Studies, Persuasive Communication, Statistical Analysis, Ethical Standards And Conduct, Data Analysis, Data Collection, Advertising, Marketing Communications, Experimentation, Decision Making

    4.5 stars, 49 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.5 (49) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    Universidad Nacional Autónoma de México

    Administración para obtener resultados

    Skills you'll gain: Organizational Strategy, Strategic Planning, Business Planning, Quality Management, Performance Measurement, Business Strategies, Key Performance Indicators (KPIs), Business Strategy, Quality Improvement, Performance Metric, Performance Analysis, Strategic Decision-Making, Organizational Effectiveness, Business Management, Continuous Improvement Process, Goal Setting

    4.9 stars, 674 reviews, Beginner, Course, 1 - 4 Weeks

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

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

  • Bacterial Bioinformatics: University of Virginia
  • 当代应用心理学: Shanghai Jiao Tong University
  • Structured Approach to Problem Solving: Fractal Analytics
  • Business Application of Machine Learning and Artificial Intelligence in Healthcare: Northeastern University
  • Advanced Manufacturing Enterprise: University at Buffalo
  • Principles of Economics: Introduction - Getting to Know You: Rice University
  • Using Data Analytics in Supply Chain: Unilever
  • Business Implications of AI: A Nano-course: 28DIGITAL
  • Strategy & Economic Analysis: Illinois Tech
  • Statistics for International Business: University of London

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

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