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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 Illinois Urbana-Champaign

    Trabajo en equipo y creatividad

    Skills you'll gain: Creativity, Ideation, Teamwork, Creative Thinking, Presentations, Communication, Brainstorming, Innovation, Persuasive Communication, Team Collaboration, Influencing, Collaboration, Professional Development, Creative Problem-Solving, Open Mindset, Decision Making

    4.8
    Rating, 4.8 out of 5 stars
    ·
    55 reviews

    Beginner · Course · 1 - 3 Months

  • E

    Edureka

    Advanced Analytics with Power BI

    Skills you'll gain: Dashboard Creation, Business Reporting, Business Intelligence Software, Data Import/Export, Data-Driven Decision-Making, Model Optimization, Performance Analysis

    4.6
    Rating, 4.6 out of 5 stars
    ·
    43 reviews

    Intermediate · Course · 1 - 3 Months

  • 2

    28DIGITAL

    Data Science for Business Innovation

    Skills you'll gain: Data Strategy, Data-Driven Decision-Making, Big Data, Data Science, NoSQL, Data Modeling, Data Storage Technologies, Analytics, Business Analytics, Applied Machine Learning, Machine Learning Methods, Data Analysis, Risking, Data Ethics, Machine Learning, Unsupervised Learning, Regression Analysis, Descriptive Analytics, Supervised Learning, Artificial Intelligence and Machine Learning (AI/ML)

    4.3
    Rating, 4.3 out of 5 stars
    ·
    274 reviews

    Beginner · Course · 1 - 4 Weeks

  • L

    LearnQuest

    Introduction to Application Development

    Skills you'll gain: Apache Maven, Software Development Life Cycle, Unified Modeling Language, Object Oriented Programming (OOP), Build Tools, CI/CD, Object Oriented Design, Cloud-Native Computing, Software Development Methodologies, Jenkins, Continuous Integration, Agile Methodology, Software Development Tools, Version Control, Software Design Patterns, Software Development, Test Driven Development (TDD), Computational Thinking, Software Versioning, Programming Principles

    4.5
    Rating, 4.5 out of 5 stars
    ·
    194 reviews

    Beginner · Specialization · 3 - 6 Months

  • 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
    Rating, 4.5 out of 5 stars
    ·
    79 reviews

    Intermediate · Course · 1 - 3 Months

  • M

    Microsoft

    Automation and Scripting with Python

    Skills you'll gain: Web Scraping, Git (Version Control System), Test Script Development, Scripting, Version Control, Test Automation, IT Automation, Email Automation, Test Tools, Software Testing, Cloud API, Scripting Languages, Automation, Restful API, Application Programming Interface (API), Data Ethics, Scalability, Python Programming, File I/O, Productivity

    3.7
    Rating, 3.7 out of 5 stars
    ·
    47 reviews

    Beginner · Course · 1 - 3 Months

  • U

    University of Illinois Urbana-Champaign

    Accounting Data Analytics with Python

    Skills you'll gain: Matplotlib, Plot (Graphics), Pandas (Python Package), Seaborn, SQL, Scientific Visualization, Data Visualization, Data Preprocessing, Jupyter, Data Manipulation, NumPy, Data-Driven Decision-Making, Regression Analysis, Accounting, Applied Machine Learning, Data Processing, Database Management, Query Languages, Data Compilation, Python Programming

    Build toward a degree

    4.4
    Rating, 4.4 out of 5 stars
    ·
    116 reviews

    Intermediate · Course · 1 - 3 Months

  • U

    University of New Mexico

    Desarrollo de Aplicaciones Web: Conceptos Básicos

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

    4.3
    Rating, 4.3 out of 5 stars
    ·
    143 reviews

    Mixed · Course · 1 - 3 Months

  • N

    National Academy of Sports Medicine

    Nutrition Mastery for Fitness and Wellness

    Skills you'll gain: Nutritional Assessment, Meal Planning And Preparation, Nutrition and Diet, Nutrition Education, Pharmacology, Exercise Science, Critical Thinking, Sports Medicine, Drug Interaction, Pharmaceuticals, Contraindication, Food Quality Assurance And Control, Food and Beverage, Physiology, Decision Making, Health Promotion, Health And Wellness Coaching, Preventative Care, Regulatory Compliance, General Science and Research

    4.8
    Rating, 4.8 out of 5 stars
    ·
    35 reviews

    Intermediate · Specialization · 1 - 4 Weeks

  • U

    University of California, Davis

    Leadership in Multinational, Cross-Cultural Teams

    Skills you'll gain: Team Leadership, Diversity Awareness, Intercultural Competence, Virtual Teams, Diversity and Inclusion, Cultural Diversity, Leadership, Leadership and Management, Cultural Responsiveness, Leadership Development, Cultural Sensitivity, Culture, Meeting Facilitation, Decision Making

    4.7
    Rating, 4.7 out of 5 stars
    ·
    30 reviews

    Intermediate · Course · 1 - 4 Weeks

  • B

    Board Infinity

    Excel Essentials and Beyond

    Skills you'll gain: Pivot Tables And Charts, Data Presentation, Data Visualization, Interactive Data Visualization, Spreadsheet Software, Data Storytelling, Data Visualization Software, Excel Formulas, Data Analysis, Data-Driven Decision-Making, Data Cleansing, Data Management

    4.4
    Rating, 4.4 out of 5 stars
    ·
    53 reviews

    Beginner · Course · 1 - 3 Months

  • R

    Rice University

    The Fundamentals of Computing Capstone Exam

    Skills you'll gain: Computer Programming, Computational Thinking, Python Programming

    4.8
    Rating, 4.8 out of 5 stars
    ·
    116 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • Trabajo en equipo y creatividad: University of Illinois Urbana-Champaign
  • Advanced Analytics with Power BI: Edureka
  • Data Science for Business Innovation: 28DIGITAL
  • Introduction to Application Development: LearnQuest
  • Molecular Evolution (Bioinformatics IV): University of California San Diego
  • Automation and Scripting with Python: Microsoft
  • Accounting Data Analytics with Python: University of Illinois Urbana-Champaign
  • Desarrollo de Aplicaciones Web: Conceptos Básicos: University of New Mexico
  • Nutrition Mastery for Fitness and Wellness: National Academy of Sports Medicine
  • Leadership in Multinational, Cross-Cultural Teams: University of California, Davis

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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