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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


  • U

    University of Maryland, College Park

    Transforming Your Company's Data Analytics

    Skills you'll gain: Data Storytelling, Digital Transformation, Data-Driven Decision-Making, Business Transformation, Data Presentation, Data Literacy, Agile Project Management, Business Analytics, Strategic Decision-Making, Decision Intelligence, Data Strategy, Analytics, Customer experience improvement, Scaled Agile Framework, Agile Methodology, Storytelling, Presentations, Microsoft Power Platform, Applied Machine Learning, Stakeholder Communications

    4.9 stars, 28 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.9 (28) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • I

    Immersify

    Inside the Human Body: The A&P Essentials Every Nurse Needs

    Skills you'll gain: Respiratory Care, Respiration, Nursing Process, Cardiology, Pulmonology, Human Musculoskeletal System, Medical Terminology, Health Assessment, Nursing, Nursing Care, Nursing and Patient Care, Physiology, Health Care, Psychosocial Assessments, Public Health, Healthcare Industry Knowledge, Medical Surgical Nursing, Health Care Procedure and Regulation, Infection Control, Emergency Response

    4.8 stars, 9 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • E

    Edureka

    Explainable AI for Everyone

    Skills you'll gain: Responsible AI, Technical Communication, Data Ethics, Model Evaluation, Interactive Data Visualization, Data Storytelling, Machine Learning, Data Visualization, Feature Engineering, Applied Machine Learning, Classification And Regression Tree (CART), Machine Learning Methods, Regression Analysis, Decision Tree Learning, Trustworthiness, Artificial Intelligence and Machine Learning (AI/ML), Scikit Learn (Machine Learning Library), Statistical Methods, Stakeholder Analysis, Debugging

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • T

    Tecnológico de Monterrey

    ChatGPT - Uses and Strategies

    Skills you'll gain: ChatGPT, AI literacy, OpenAI, Responsible AI, Artificial Intelligence, Productivity, Prompt Engineering, LLM Application, Data Ethics, Generative AI, Automation, Creativity, Ethical Standards And Conduct, Innovation, Content Creation, Natural Language Processing, Critical Thinking

    4.6 stars, 20 reviews, Beginner, Course, 1 - 4 Weeks

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

    Category: Preview
    Preview
  • J

    Johns Hopkins University

    Advanced Methods in Machine Learning Applications

    Skills you'll gain: Model Evaluation, Unsupervised Learning, Applied Machine Learning, Dimensionality Reduction, Reinforcement Learning, Machine Learning Methods, Regression Analysis, Machine Learning, Data Mining, Machine Learning Algorithms, Predictive Modeling, Random Forest Algorithm, Decision Tree Learning, Model Optimization, Logistic Regression, Classification Algorithms

    Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Michigan

    Human Capital: Strategic HR and Managing Talent

    Skills you'll gain: Human Capital, Human Resources Management and Planning, Human Resource Strategy, Human Resources, Organizational Change, Change Management, Talent Management, Organizational Strategy, HR Tech, Crisis Management, Strategic Leadership, Talent Acquisition, Workforce Development, Team Building, Team Management, Leadership Development, People Analytics, Leadership, Cultural Diversity, Cultural Sensitivity

    4.8 stars, 45 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.8 (45) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • F

    Fundação Instituto de Administração

    Construção da Identidade de Líder

    Skills you'll gain: Succession Planning, Leadership Development, Leadership, Leadership Studies, Organizational Leadership, Leadership and Management, Adaptability, People Development, Organizational Change, Professional Development, Resource Management, Decision Making, Influencing

    4.6 stars, 65 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • S

    SkillUp

    Data Science for Healthcare

    Skills you'll gain: Decision Intelligence, Model Training, Machine Learning Algorithms, Forecasting, Classification Algorithms, Dimensionality Reduction, Embeddings

    Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Stock Trading: Systems, Strategy & Risk Control

    Skills you'll gain: Technical Analysis, Financial Trading, Investment Management, Securities Trading, Market Trend, Financial Market, Market Data, Investments, Capital Markets, Financial Regulations, Equities, Risk Control, Order Entry, Financial Systems, Risk Management, Order Management, Trend Analysis, Financial Regulation, Business, Decision Making

    4.8 stars, 13 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.8 (13) · Mixed · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • I

    Imperial College London

    Health Systems Development: A Focus on Health Service Delivery and Human Resources for Health

    Skills you'll gain: Health Systems, Health Policy, Health Assessment, Public Health and Disease Prevention, Public Health, Health Care, Health Disparities, Health Promotion, Social Determinants Of Health

    4.7 stars, 86 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (86) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • D

    DeepLearning.AI

    Building Agentic RAG with LlamaIndex

    Skills you'll gain: Agentic Workflows, Tool Calling, Generative AI Agents, Retrieval-Augmented Generation, LLM Application, Agentic systems, Debugging, General Science and Research, Document Management

    4.7 stars, 94 reviews, Beginner, Project, Less Than 2 Hours

    ★ 4.7 (94) · Beginner · Project · Less Than 2 Hours

    Category: Free
    Free
  • I

    Immersify

    The Nursing Journey: From Calling to Career

    Skills you'll gain: Patient Communication, Patient Advocacy, Nursing Care, Healthcare Ethics, Nursing Practices, Active Listening, Teamwork, Nursing, Patient-centered Care, Communication Strategies, Professionalism, Conflict Management, Patient Education And Counseling, Communication, Health Care, Patient Evaluation, Health Assessment, Patient Preparation, Patient Safety, Decision Making

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
1…151152153…373

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

  • Transforming Your Company's Data Analytics: University of Maryland, College Park
  • Inside the Human Body: The A&P Essentials Every Nurse Needs: Immersify
  • Explainable AI for Everyone: Edureka
  • ChatGPT - Uses and Strategies: Tecnológico de Monterrey
  • Advanced Methods in Machine Learning Applications: Johns Hopkins University
  • Human Capital: Strategic HR and Managing Talent: University of Michigan
  • Construção da Identidade de Líder: Fundação Instituto de Administração
  • Data Science for Healthcare: SkillUp
  • Stock Trading: Systems, Strategy & Risk Control: EDUCBA
  • Health Systems Development: A Focus on Health Service Delivery and Human Resources for Health: Imperial College London

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