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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: Preview
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    G

    Georgia Institute of Technology

    Materials Data Sciences and Informatics

    Skills you'll gain: Materials science, Informatics, Data Science, Data Mining, Data Integration, Data-Driven Decision-Making, Data Processing, Systems Design, Big Data, Structural Analysis, Statistics

    4.5
    Rating, 4.5 out of 5 stars
    ·
    351 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    Universidad de Palermo

    Fundamentos del Management

    Skills you'll gain: Leadership Development, Business Leadership, Organizational Strategy, Decision Making, Business Management, Management Training And Development, Strategic Leadership, Leadership, Agile Project Management, Business Planning, Constructive Feedback, Goal Setting, Business Strategy, Digital Transformation

    4.5
    Rating, 4.5 out of 5 stars
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    185 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    I

    IBM

    Introduction to Software, Programming, and Databases

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

    4.7
    Rating, 4.7 out of 5 stars
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    460 reviews

    Beginner · Course · 1 - 3 Months

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    U

    University of Western Australia

    Agriculture, Economics and Nature

    Skills you'll gain: Land Management, Economics, Water Resources, Natural Resource Management, Environmental Resource Management, Environmental Policy, Supply And Demand, Cost Benefit Analysis, Policy Analysis, Climate Change Adaptation, Market Dynamics

    4.7
    Rating, 4.7 out of 5 stars
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    556 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    I

    IE Business School

    Investigación de mercados y comportamiento del consumidor

    Skills you'll gain: Consumer Behaviour, Survey Creation, Market Research, Data Analysis, Marketing, Data Collection, Marketing Psychology, Marketing Strategies, Research Design, Market Data, Target Market, Experimentation, Decision Making, B2B Sales

    4.5
    Rating, 4.5 out of 5 stars
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    746 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    D

    Duke University

    Business Value Creation

    Skills you'll gain: Resource Allocation, Cash Flows, Financial Acumen, Business Valuation, Business Acumen, Cost Control, Return On Investment, Financial Analysis, Business Metrics, Growth Strategies, Business Strategy, Operational Efficiency, Expectation Management, Competitive Analysis, Strategic Decision-Making, Performance Analysis, Microsoft Excel

    4.8
    Rating, 4.8 out of 5 stars
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    145 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    Stocks and Bonds

    Skills you'll gain: Market Data, Finance, Market Analysis, Financial Market, Securities (Finance), Investments, Financial Analysis, Financial Acumen, Equities, Data Analysis, Cash Flows

    4.6
    Rating, 4.6 out of 5 stars
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    423 reviews

    Beginner · Course · 1 - 4 Weeks

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    U

    University of New Mexico

    Entrepreneurial Strategic Management

    Skills you'll gain: Strategic Decision-Making, Business Strategy, Business Metrics, Organizational Strategy, Entrepreneurship, Competitive Analysis, Performance Measurement, Market Dynamics, Innovation, Business Economics

    4.6
    Rating, 4.6 out of 5 stars
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    326 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    D

    Duke University

    Python and Pandas for Data Engineering

    Skills you'll gain: Pandas (Python Package), Version Control, Git (Version Control System), Data Manipulation, Software Development Tools, Development Environment, Data Structures, Python Programming, Data Analysis Software, NumPy, Virtual Environment

    4.6
    Rating, 4.6 out of 5 stars
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    267 reviews

    Beginner · Course · 1 - 4 Weeks

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    N

    Northeastern University

    Mastering Negotiation Skills & Strategies

    Skills you'll gain: Negotiation, Conflict Management, Behavioral Economics, Decision Making, Relationship Building, Communication, Business Administration, Active Listening

    4.8
    Rating, 4.8 out of 5 stars
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    12 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    Status: Free Trial
    Free Trial
    C

    Coursera

    Building Smarter Software: GenAI Tools and Practices

    Skills you'll gain: Test Planning, OpenAI API, Version Control, Debugging, Google Gemini, Software Design Patterns, Object Oriented Design, ChatGPT, Software Testing, Test Tools, Responsible AI, Infrastructure as Code (IaC), Application Programming Interface (API), Mobile Development, Front-End Web Development, Back-End Web Development, Application Development, Prompt Engineering, GitHub, Artificial Intelligence and Machine Learning (AI/ML)

    4.6
    Rating, 4.6 out of 5 stars
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    117 reviews

    Intermediate · Specialization · 3 - 6 Months

  • C

    Coursera

    Introduction to Java Programming: Java Fundamental Concepts

    Skills you'll gain: Java Programming, Java, Integrated Development Environments, Mobile Development, Computer Programming, Programming Principles, Object Oriented Programming (OOP), Debugging, Data Structures

    4.4
    Rating, 4.4 out of 5 stars
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    177 reviews

    Beginner · Guided Project · Less Than 2 Hours

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

  • Materials Data Sciences and Informatics: Georgia Institute of Technology
  • Fundamentos del Management: Universidad de Palermo
  • Introduction to Software, Programming, and Databases : IBM
  • Agriculture, Economics and Nature: University of Western Australia
  • Investigación de mercados y comportamiento del consumidor: IE Business School
  • Business Value Creation: Duke University
  • Stocks and Bonds: University of Michigan
  • Entrepreneurial Strategic Management: University of New Mexico
  • Python and Pandas for Data Engineering: Duke University
  • Mastering Negotiation Skills & Strategies: Northeastern University

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

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