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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 Colorado Boulder

    Defining, Describing, and Visualizing Data

    Skills you'll gain: Data-Driven Decision-Making, Descriptive Statistics, Data Literacy, Data Analysis, Plot (Graphics), Probability Distribution, Statistical Software, Statistics, Statistical Visualization, R (Software), Data Visualization, Statistical Analysis, Probability, R Programming, Probability & Statistics, Statistical Programming, Descriptive Analytics, Statistical Hypothesis Testing, Data Manipulation, Histogram

    4.3
    Rating, 4.3 out of 5 stars
    ·
    15 reviews

    Beginner · Course · 1 - 3 Months

  • I

    Illinois Tech

    Fundamentals of Web Development

    Skills you'll gain: Javascript and jQuery, jQuery, Responsive Web Design, Web Development, Version Control, Web Design, Cascading Style Sheets (CSS), Web Design and Development, Hypertext Markup Language (HTML), HTML and CSS, Web Frameworks, GitHub, Web Applications, Javascript, Web Development Tools, Git (Version Control System), Infrastructure Architecture, Network Architecture, Network Infrastructure, Browser Compatibility

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
    ·
    19 reviews

    Beginner · Course · 1 - 3 Months

  • E

    EDUCBA

    AI & Machine Learning: Apply, Build & Solve

    Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Methods, Artificial Intelligence, Agentic systems, Machine Learning Algorithms, Bayesian Network, Applied Machine Learning, Computational Logic, Machine Learning, Unsupervised Learning, Agentic Workflows, Bayesian Statistics, Artificial Neural Networks, Reinforcement Learning, Decision Intelligence, Markov Model, Algorithms, Programming Principles, Probability & Statistics

    5
    Rating, 5 out of 5 stars
    ·
    10 reviews

    Mixed · Course · 1 - 3 Months

  • M

    Microsoft

    Generative AI for Data Scientists

    Skills you'll gain: Generative AI, Microsoft Copilot, Generative Model Architectures, Generative Adversarial Networks (GANs), Natural Language Processing, Data Quality, Anomaly Detection, AI literacy, Data Storytelling, Responsible AI, Data Visualization, Data Ethics, Data-Driven Decision-Making, Data Presentation, Data Pipelines, Data Cleansing, Data Visualization Software, Data Preprocessing, Data Science, Critical Thinking

    4.6
    Rating, 4.6 out of 5 stars
    ·
    71 reviews

    Beginner · Specialization · 1 - 3 Months

  • U

    University of Colorado Boulder

    Interpersonal, Developmental, and Evolutionary Perspectives of the Mind

    Skills you'll gain: Agentic systems, Game Theory, Decision Intelligence, Human Development, Behavioral Economics, Artificial Intelligence, Psychology, Simulations, Mathematical Modeling

    4.3
    Rating, 4.3 out of 5 stars
    ·
    37 reviews

    Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Master Accounting Fundamentals: Analyze, Interpret & Apply

    Skills you'll gain: Cash Flows, Income Statement, Financial Analysis, Financial Accounting, Revenue Recognition, Generally Accepted Accounting Principles (GAAP)

    4.5
    Rating, 4.5 out of 5 stars
    ·
    29 reviews

    Mixed · Course · 1 - 3 Months

  • B

    Board Infinity

    Logical & Analytical Reasoning — Exam & Recruitment Prep

    Skills you'll gain: Critical Thinking and Problem Solving, Logical Reasoning, Analytical Skills, Deductive Reasoning, Critical Thinking, Problem Solving, Complex Problem Solving, Computational Logic, Applied Mathematics, Combinatorics, Geometry, Arithmetic

    2.7
    Rating, 2.7 out of 5 stars
    ·
    6 reviews

    Beginner · Course · 1 - 3 Months

  • N

    Northeastern University

    Engaging in Strategic Management in Healthcare Organizations

    Skills you'll gain: Strategic Decision-Making, Strategic Planning, Decision Making, Strategic Thinking, Strategic Leadership, Organizational Strategy, Corporate Strategy, Business Strategy, Plan Execution, Organizational Structure, Performance Management, Health Care Administration, Business Management, Strategic Partnership, Health Administration, Leadership, Organizational Development, Mergers & Acquisitions, Analysis, Competitive Analysis

    Beginner · Course · 1 - 4 Weeks

  • J

    Johns Hopkins University

    Data Visualization

    Skills you'll gain: Data Visualization Software, Scientific Visualization, Interactive Data Visualization, Geospatial Information and Technology, Geospatial Mapping, Data Presentation, Color Theory, Graphic and Visual Design, Visual Design, Spatial Data Analysis, Tree Maps, Visualization (Computer Graphics), Data Storytelling, Statistical Visualization, Design Elements And Principles, Tableau Software, Plot (Graphics), Data Literacy, Computer Displays, Time Series Analysis and Forecasting

    4.9
    Rating, 4.9 out of 5 stars
    ·
    7 reviews

    Intermediate · Specialization · 3 - 6 Months

  • N

    Northeastern University

    Navigating Ethics in the Healthcare Workplace & Marketplace

    Skills you'll gain: Healthcare Ethics, Clinical Research Ethics, Electronic Medical Record, Medical Privacy, Business Ethics, Informed Consent, Medical Records, Ethical Standards And Conduct, Health Information Management, Health Care, Clinical Trials, Governance, Marketing Management, Law, Regulation, and Compliance, Decision Making, Analysis, Critical Thinking

    Beginner · Course · 1 - 4 Weeks

  • S

    Simplilearn

    Lean Six Sigma Green Belt Training

    Skills you'll gain: Lean Six Sigma, Process Mapping, Statistical Process Controls, Six Sigma Methodology, Process Flow Diagrams, Process Analysis, Lean Methodologies, Lean Manufacturing, Kaizen Methodology, Statistical Analysis, Quality Improvement, Statistical Methods, Quality Monitoring, Process Improvement, Process Capability, Process Improvement and Optimization, Quality Management, Continuous Quality Improvement (CQI), Project Management, Process Optimization

    4.6
    Rating, 4.6 out of 5 stars
    ·
    14 reviews

    Beginner · Course · 1 - 3 Months

  • U

    University of Colorado Boulder

    Technical Managerial Written Skills

    Skills you'll gain: Proposal Development, Proposal Writing, Technical Writing, Technical Communication, Business Writing, Stakeholder Analysis, Concision, Engineering Management, Persuasive Communication, Report Writing, Business Correspondence, Stakeholder Communications, Writing, Stakeholder Engagement, Business Communication, Communication, Communication Strategies

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
    ·
    23 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Defining, Describing, and Visualizing Data: University of Colorado Boulder
  • Fundamentals of Web Development: Illinois Tech
  • AI & Machine Learning: Apply, Build & Solve: EDUCBA
  • Generative AI for Data Scientists: Microsoft
  • Interpersonal, Developmental, and Evolutionary Perspectives of the Mind: University of Colorado Boulder
  • Master Accounting Fundamentals: Analyze, Interpret & Apply: EDUCBA
  • Logical & Analytical Reasoning — Exam & Recruitment Prep: Board Infinity
  • Engaging in Strategic Management in Healthcare Organizations: Northeastern University
  • Data Visualization: Johns Hopkins University
  • Navigating Ethics in the Healthcare Workplace & Marketplace: Northeastern University

Skills you can learn in Software Development

Programming Language (34)
Google (25)
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Software Testing (21)
Web (19)
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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