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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 California San Diego

    Code Free Data Science

    Skills you'll gain: Predictive Modeling, Data Manipulation, Predictive Analytics, Big Data, Data Mining, Data Analysis, Data Science, Data-Driven Decision-Making, Unsupervised Learning, Analytics, Data Analysis Software, Model Evaluation, No-Code Development, Software Installation

    4.3 stars, 217 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.3 (217) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • S

    SkillUp

    Statistical Analysis and Data Modeling in Healthcare

    Skills you'll gain: Statistical Hypothesis Testing, Clinical Research, Clinical Data Management, Data Analysis, Analytics, Machine Learning Methods, Healthcare Ethics, Data Literacy, Health Informatics, Regression Analysis, Descriptive Analytics, Predictive Analytics, Machine Learning Software, Supervised Learning, Statistical Analysis, Data Analysis Software, Statistics, Statistical Machine Learning, Decision Tree Learning, Random Forest Algorithm

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of California San Diego

    Molecular Evolution (Bioinformatics IV)

    Skills you'll gain: Bioinformatics, Statistical Methods, Statistical Analysis, Molecular Biology, Graph Theory, Taxonomy

    4.5 stars, 79 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.5 (79) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • S

    STARWEAVER

    AI Leadership & Strategic Implementation

    Skills you'll gain: Responsible AI, Organizational Change, AI Product Strategy, Operational Efficiency, AI Enablement, Stakeholder Engagement, Technology Roadmaps, Change Management, Google Gemini, Business Strategy, Generative AI, Corporate Strategy, Corporate Communications, Enterprise Security, Corporate Sustainability, Prompt Engineering, Business Communication, Communication Strategies, Marketing Strategy and Techniques, Communication

    4 stars, 47 reviews, Intermediate, Specialization, 1 - 4 Weeks

    ★ 4 (47) · Intermediate · Specialization · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Council on Foreign Relations

    Global Affairs Explained

    Skills you'll gain: International Relations, Diplomacy, World History, Social Studies, Political Sciences, Public Policies, International Finance, Economics, Policy, and Social Studies, Climate Change Programs, Public Health, Economic Development, Governance, Policy Development, Social Sciences, Environmental Issue, Policy Analysis, Research, and Development, Policy Analysis, Economics, Decision Making, Strategic Thinking

    4.4 stars, 16 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.4 (16) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Machine Learning for Kyphosis Disease Classification

    Skills you'll gain: Feature Engineering, Data Visualization Software, Data Cleansing, Classification And Regression Tree (CART), Random Forest Algorithm, Decision Tree Learning, Scikit Learn (Machine Learning Library), Applied Machine Learning, Predictive Modeling, Data Wrangling, Data Preprocessing, Data Science, Model Training, Machine Learning, Machine Learning Algorithms, Python Programming

    4.6 stars, 13 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.6 (13) · Beginner · Guided Project · Less Than 2 Hours

  • U

    University of Washington

    Designing Autonomous AI

    Skills you'll gain: AI Orchestration, Agentic Workflows, Organizational Skills, Process Design, Artificial Intelligence, Agentic systems, Functional Design, Goal Setting, Verification And Validation, Reinforcement Learning, Knowledge Transfer, Software Architecture, Machine Learning Methods, Interviewing Skills, Software Design Patterns, Decision Making

    4.8 stars, 13 reviews, Beginner, Course, 1 - 4 Weeks

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

    Category: Preview
    Preview
  • T

    The University of Sydney

    Using clinical health data for better healthcare

    Skills you'll gain: Health Technology, Patient Communication, Health Informatics, Telehealth, Clinical Informatics, Health Care, Health Systems, Patient Education and Support, Health Information Management, Health Care Procedure and Regulation, Data Quality, Health Policy, Clinical Data Management, Electronic Medical Record, Digital Communications, Data Management, Data Governance, Data Sharing, Analytics, Data Analysis

    4.6 stars, 118 reviews, Beginner, Course, 1 - 4 Weeks

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

    Category: Preview
    Preview
  • U

    University of New Mexico

    Desarrollo de Aplicaciones Web: Conceptos Básicos

    Skills you'll gain: Middleware, Application Frameworks, Web Applications, Model View Controller, Web Frameworks, Version Control, Web Development Tools, Agile Software Development, Git (Version Control System), Software Engineering, Data Store, Web Design and Development, Web Development, Software Development, Agile Methodology, Database Development, User Interface (UI), Back-End Web Development, Ruby on Rails, Javascript

    4.3 stars, 143 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.3 (143) · Mixed · Course · 1 - 3 Months

  • H

    Harvard Business Review

    Leadership for Everyone

    Skills you'll gain: Diversity and Inclusion, Business Planning, Diversity Awareness, Diversity Equity and Inclusion Initiatives, Strategic Thinking, Personal Integrity, Business Ethics, Operating Budget, Strategic Leadership, Workplace inclusivity, Marketing Planning, Customer experience strategy (CX), Strategic Decision-Making, Customer Insights, Planning, Growth Strategies, Financial Management, Ethical Standards And Conduct, Market Opportunities, Decision Making

    Intermediate · Specialization · 1 - 3 Months

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

    Tecnológico de Monterrey

    Pensamiento crítico: toma de decisiones razonadas

    Skills you'll gain: Critical Thinking, Independent Thinking, Decision Making, Strategic Thinking, Strategic Decision-Making, Knowledge Transfer, Complex Problem Solving, Analysis, Ethical Standards And Conduct

    4.8 stars, 256 reviews, Intermediate, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • 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 stars, 47 reviews, Beginner, Course, 1 - 4 Weeks

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

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

  • Code Free Data Science: University of California San Diego
  • Statistical Analysis and Data Modeling in Healthcare: SkillUp
  • Molecular Evolution (Bioinformatics IV): University of California San Diego
  • AI Leadership & Strategic Implementation: STARWEAVER
  • Global Affairs Explained: Council on Foreign Relations
  • Machine Learning for Kyphosis Disease Classification: Coursera
  • Designing Autonomous AI: University of Washington
  • Using clinical health data for better healthcare: The University of Sydney
  • Desarrollo de Aplicaciones Web: Conceptos Básicos: University of New Mexico
  • Leadership for Everyone: Harvard Business Review

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

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