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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


  • B

    Banco Interamericano de Desarrollo

    Natural Disaster and Climate Change Risk Assessment

    Skills you'll gain: Failure Analysis, Risk Analysis, Risk Modeling, Feasibility Studies, Failure Mode And Effects Analysis, Risk Management, Hazard Analysis, Project Risk Management, Governance Risk Management and Compliance, Risk Mitigation, Risk Management Framework, Mitigation, Disaster Recovery, Key Performance Indicators (KPIs), Financial Analysis, Cost Benefit Analysis, Contingency Planning, Governance, Resilience, Environment

    ★ 4.6 (368) · Advanced · Specialization · 1 - 3 Months

  • I

    Imperial College London

    Health Systems Development: Introduction to Health Systems

    Skills you'll gain: Health Systems, Health Equity, Health Assessment, Health Policy, Health Care Administration, Health Administration, Governance, Healthcare Industry Knowledge, Health Promotion, Public Health, Sustainable Development, Public Health and Disease Prevention

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

  • N

    Northeastern University

    Healthcare Analytics Essentials

    Skills you'll gain: Business Analytics, Analytics, Statistical Methods, Patient Safety, Health Systems, Health Care, Patient-centered Care, Statistical Analysis, Patient Evaluation, Performance Measurement, Performance Metric, Data Analysis, Data-Driven Decision-Making, Peer Review, Data Collection, Strategic Thinking, Data Management, Systems Thinking

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

  • U

    University of Maryland, College Park

    Managing Conflicts with Cultural and Emotional Intelligence

    Skills you'll gain: Intercultural Competence, Empathy & Emotional Intelligence, Influencing, Leadership, Team Collaboration, Cultural Sensitivity, Communication, Safety Culture, Decision Making, Process Analysis

    ★ 4.7 (64) · Beginner · Course · 1 - 3 Months

  • U

    University of Illinois Urbana-Champaign

    Data Analytics Foundations for Accountancy II

    Skills you'll gain: Anomaly Detection, Feature Engineering, Data Ethics, Machine Learning Algorithms, Machine Learning Methods, Classification Algorithms, Responsible AI, Machine Learning, Statistical Machine Learning, Applied Machine Learning, Supervised Learning, Unsupervised Learning, Scikit Learn (Machine Learning Library), Model Evaluation, Model Training, Machine Learning Software, Decision Tree Learning, Model Optimization, Regression Analysis

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

  • D

    Dartmouth College

    Data Analytics for Digital Transformation

    Skills you'll gain: Digital Transformation, Predictive Modeling, Customer experience strategy (CX), Analytics, Predictive Analytics, Simulations, Simulation and Simulation Software, Advanced Analytics, Business Transformation, Scikit Learn (Machine Learning Library), Model Evaluation, Data-Driven Decision-Making, Operations Research, Internet Of Things, Model Training, Ethical Standards And Conduct, Cloud Computing, Data Ethics, Business Analytics, Process Optimization

    ★ 4.9 (32) · Intermediate · Specialization · 3 - 6 Months

  • S

    Sciences Po

    Data and Urban Governance

    Skills you'll gain: Social Sciences, Data Governance, Economics, Policy, and Social Studies, Political Sciences, Governance, Public Administration, Data Management, Data Sharing, Digital Transformation, Policy Analysis, Big Data, Driving engagement, Algorithms, Computing Platforms, Data-Driven Decision-Making, Personally Identifiable Information, Information Privacy

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

  • U

    University of Washington

    Machine Teaching for Autonomous AI

    Skills you'll gain: Decision Intelligence, Data Storytelling, Model Training, Automation, Decision Support Systems, AI Product Strategy, Artificial Intelligence, Machine Learning, Innovation, Algorithms, Analysis

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

  • C

    Coursera

    Elevate Team Productivity with Crew AI

    Skills you'll gain: CrewAI, AI Orchestration, AI Workflows, Agentic Workflows, Workflow Management, Generative AI Agents, AI Integrations, Business Process Automation, Tool Calling, Automation, LLM Application, Agentic systems, Decision Making, Process Improvement, Customer Service

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

  • U

    University of Michigan

    Generative AI: Governance, Policy, and Emerging Regulation

    Skills you'll gain: Responsible AI, Governance, Data Governance, Data Management, Data Ethics, Compliance Management, Generative AI, Law, Regulation, and Compliance, Stakeholder Analysis, Stakeholder Engagement, Regulatory Requirements, Artificial Intelligence, Stakeholder Management, Decision Intelligence, Risk Analysis, Technology Strategies, Cost Benefit Analysis, Regulation and Legal Compliance, Leadership and Management, Risk Management

    ★ 4.7 (88) · Intermediate · Course · 1 - 4 Weeks

  • I

    Immersify

    Interactive 3D Anatomy & Physiology: A Gamified Experience

    Skills you'll gain: Respiration, Human Musculoskeletal System, Cardiology, Blood Pressure, Respiratory Care, Respiratory Therapy, Pulmonology, Capillary, Hemodynamics, Clinical Practices, Cell Biology, Physiology, Anatomy, Endocrinology, Diagnostic Tests, Patient Evaluation, Nephrology, Orthopedics, Cardiac Dysrhythmia, Interactive Learning

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

  • I

    Interactive Brokers

    ESG Investing: Financial Decisions in Flux

    Skills you'll gain: Environmental Social And Corporate Governance (ESG), Sustainable Development, Market Data, Corporate Sustainability, Investment Management, Sustainability Standards, Sustainable Business, Environmental Regulations, Financial Market, Investments, Data Ethics, Sustainability Reporting, Financial Data, Market Analysis, Business Ethics, Regulatory Compliance, Environmental Issue, Capital Markets, Data Science, Risk Management

    ★ 4.5 (127) · Beginner · Specialization · 3 - 6 Months

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

  • Natural Disaster and Climate Change Risk Assessment: Banco Interamericano de Desarrollo
  • Health Systems Development: Introduction to Health Systems: Imperial College London
  • Healthcare Analytics Essentials : Northeastern University
  • Managing Conflicts with Cultural and Emotional Intelligence: University of Maryland, College Park
  • Data Analytics Foundations for Accountancy II: University of Illinois Urbana-Champaign
  • Data Analytics for Digital Transformation: Dartmouth College
  • Data and Urban Governance: Sciences Po
  • Machine Teaching for Autonomous AI: University of Washington
  • Elevate Team Productivity with Crew AI: Coursera
  • Generative AI: Governance, Policy, and Emerging Regulation: University of Michigan

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