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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


  • Status: Free Trial
    Free Trial
    A

    American Psychological Association

    Discover Yourself, Build Relationships, and Navigate Groups

    Skills you'll gain: Self-Awareness, Relationship Building, Personal Development, Psychology, Relationship Management, Self-Motivation, Emotional Intelligence, Cultural Diversity, Behavior Management, Decision Making, Goal Setting, Sociology, Culture, Social Sciences, Interpersonal Communications, Cognitive flexibility, Critical Thinking, Mindfulness, Research, Case Studies

    4.7
    Rating, 4.7 out of 5 stars
    ·
    42 reviews

    Beginner · Specialization · 3 - 6 Months

  • 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, Enterprise Resource Planning, Material Requirements Planning, Production Management, Data Integration, Business Process Management, Digital Transformation, Data Management, Decision Making, Cybersecurity, Big Data

    4.6
    Rating, 4.6 out of 5 stars
    ·
    641 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Washington

    Machine Learning: Clustering & Retrieval

    Skills you'll gain: Unsupervised Learning, Bayesian Statistics, Applied Machine Learning, Data Mining, Statistical Machine Learning, Big Data, Statistical Inference, Text Mining, Statistical Modeling, Machine Learning Algorithms, Unstructured Data, Machine Learning, Sampling (Statistics), Scalability, Probability Distribution, Algorithms

    4.6
    Rating, 4.6 out of 5 stars
    ·
    2.4K reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    I

    IESE Business School

    Finance for Managers

    Skills you'll gain: Financial Management, Financial Acumen, Financial Data, Management Accounting, Finance, Profit and Loss (P&L) Management, Business Metrics, Business Analysis

    4.8
    Rating, 4.8 out of 5 stars
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    1K reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Virginia

    Design Thinking: Ideas to Action

    Skills you'll gain: Brainstorming, Design Thinking, Ideation, Creative Thinking, Creative Problem-Solving, Innovation, Product Development, Product Design, Performance Measurement, Strategic Thinking, New Product Development, User Feedback, Product Improvement, Prioritization, Customer experience improvement, Stakeholder Engagement, Decision Making, Feasibility Studies, Collaboration, Risk Management

    4.6
    Rating, 4.6 out of 5 stars
    ·
    73 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    A

    Amazon Web Services

    Getting Started with Data Analytics on AWS

    Skills you'll gain: Data Analysis, Dashboard, Analytics, Amazon Web Services, Descriptive Analytics, Data Presentation, Interactive Data Visualization, Data Visualization Software, Big Data, Data-Driven Decision-Making, Cloud Computing

    4.5
    Rating, 4.5 out of 5 stars
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    908 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    Universidad de los Andes

    ¿Cómo tomar decisiones financieras que agreguen valor?

    Skills you'll gain: Financial Modeling, Risk Analysis, Financial Analysis, Financial Forecasting, Corporate Finance, Return On Investment, Decision Making, Financial Statements, Capital Budgeting, Balance Sheet, Income Statement, Cash Flows

    4.9
    Rating, 4.9 out of 5 stars
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    209 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    Universidad Nacional Autónoma de México

    Introducción a la inteligencia artificial

    Skills you'll gain: Supervised Learning, Unsupervised Learning, Bayesian Network, Applied Machine Learning, Data-Driven Decision-Making, Machine Learning Methods, Machine Learning, Computational Logic, Program Development, Machine Learning Algorithms, Statistical Machine Learning, Artificial Intelligence, Markov Model, Algorithms, Computational Thinking, Creativity, Generative AI, Responsible AI, Social Sciences, Bioinformatics

    4.6
    Rating, 4.6 out of 5 stars
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    637 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    M

    Meta

    Front-End Developer Capstone

    Skills you'll gain: Responsive Web Design, Front-End Web Development, Git (Version Control System), Web Content Accessibility Guidelines, User Interface and User Experience (UI/UX) Design, HTML and CSS, React.js, Version Control, Usability, Web Applications, Wireframing, Semantic Web, Data Validation, Javascript

    4.6
    Rating, 4.6 out of 5 stars
    ·
    448 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    N

    National Taiwan University

    Operations Research (2): Optimization Algorithms

    Skills you'll gain: Operations Research, Linear Algebra, Applied Mathematics, Algorithms, Process Optimization, Program Implementation, Computational Thinking, Operational Analysis, Mathematical Modeling, Decision Making, Business Analytics

    4.9
    Rating, 4.9 out of 5 stars
    ·
    158 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    The Teacher and Social and Emotional Learning (SEL)

    Skills you'll gain: Teaching, Social Justice, Emotional Intelligence, Social Skills, Empathy, Self-Awareness, Higher Education, Behavior Management, Classroom Management, Cultural Responsiveness, Curriculum Planning, School Psychology, Empowerment, Personal Development, Childhood Education and Development, Program Evaluation, Advocacy, Professional Development, Growth Mindedness, Mindfulness

    4.7
    Rating, 4.7 out of 5 stars
    ·
    939 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    I

    IBM

    Introduction to Software, Programming, and Databases

    Skills you'll gain: Generative AI, Cloud Computing Architecture, Artificial Intelligence, Data Strategy, Data-Driven Decision-Making, Computer Programming

    4.7
    Rating, 4.7 out of 5 stars
    ·
    439 reviews

    Beginner · Course · 1 - 3 Months

Searches related to decision tree

decision tree classifier for beginners in r
build decision trees, svms, and artificial neural networks
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1…676869…210

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

  • Discover Yourself, Build Relationships, and Navigate Groups: American Psychological Association
  • Advanced Manufacturing Enterprise: University at Buffalo
  • Machine Learning: Clustering & Retrieval: University of Washington
  • Finance for Managers: IESE Business School
  • Design Thinking: Ideas to Action: University of Virginia
  • Getting Started with Data Analytics on AWS: Amazon Web Services
  • ¿Cómo tomar decisiones financieras que agreguen valor?: Universidad de los Andes
  • Introducción a la inteligencia artificial: Universidad Nacional Autónoma de México
  • Front-End Developer Capstone : Meta
  • Operations Research (2): Optimization Algorithms: National Taiwan University

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Problem Solving (14)
Object-oriented Programming (13)
Kubernetes (10)
List & Label (10)

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