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    • Decision Tree

    Decision Tree Courses Online

    Understand decision tree algorithms for classification and regression. Learn to build and interpret decision trees for data analysis.

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    Explore the Decision Tree Course Catalog

    • Status: Free Trial
      Free Trial
      L

      Ludwig-Maximilians-Universität München (LMU)

      Strategic Organization Design

      Skills you'll gain: Organizational Structure, Organizational Strategy, Organizational Effectiveness, Strategic Thinking, Corporate Strategy, Strategic Leadership, Process Design, Business Strategy, Business Management, Strategic Decision-Making, Strategic Planning, Systems Thinking, Growth Strategies, Decision Making, Innovation

      4.6
      Rating, 4.6 out of 5 stars
      ·
      299 reviews

      Mixed · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Executive Data Science Capstone

      Skills you'll gain: Project Management, Data Science, Data-Driven Decision-Making, Data Presentation, Technical Communication, Data Strategy, Project Implementation, Team Building, Technical Management, Team Management, Cross-Functional Team Leadership, Leadership

      4.7
      Rating, 4.7 out of 5 stars
      ·
      1.6K reviews

      Mixed · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      F

      Fractal Analytics

      Leadership Strategies for AI and Generative AI

      Skills you'll gain: Data Ethics, Human Centered Design, Problem Solving, Critical Thinking and Problem Solving, Business Leadership, Critical Thinking, Generative AI, Artificial Intelligence, Business Strategy, Ethical Standards And Conduct, Analytical Skills, Data Strategy, Information Privacy, Business Transformation, Strategic Decision-Making, Organizational Strategy, Key Performance Indicators (KPIs), Strategic Leadership, Business Marketing, Data Security

      4.6
      Rating, 4.6 out of 5 stars
      ·
      151 reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      U

      Universidad de Palermo

      Liderando Equipos de Trabajo

      Skills you'll gain: Talent Management, Recruitment, Decision Making, Time Management, Productivity, Diversity Programs, Human Resource Strategy, Recruitment Strategies, Diversity Equity and Inclusion Initiatives, Leadership, Conflict Management, Team Motivation, Employee Retention, Cultural Diversity, Diversity and Inclusion, Team Building, Intercultural Competence, Recognizing Others, Collaboration, Professional Development

      4.7
      Rating, 4.7 out of 5 stars
      ·
      261 reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      U

      University of Illinois Urbana-Champaign

      Investments II: Lessons and Applications for Investors

      Skills you'll gain: Investments, Portfolio Management, Finance, Return On Investment, Behavioral Economics, Equities, Financial Market, Asset Management, Performance Analysis, Income Tax, Decision Making, Benchmarking

      Build toward a degree

      4.8
      Rating, 4.8 out of 5 stars
      ·
      870 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Predictive Modeling and Analytics

      Skills you'll gain: Predictive Analytics, Data Visualization, Data Modeling, Business Analytics, Data Analysis, Statistical Modeling, Data-Driven Decision-Making, Regression Analysis, Machine Learning Methods, Supervised Learning, Decision Tree Learning, Data Cleansing, Artificial Neural Networks

      3.6
      Rating, 3.6 out of 5 stars
      ·
      602 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      S

      SoFi

      Introduction to Personal Finance

      Skills you'll gain: Goal Setting, Budgeting, Tax, Financial Planning, Cash Flow Forecasting, Financial Analysis, Income Tax, Credit Risk, Finance, Expense Management, Financial Management, Decision Making, Investments, Self-Awareness

      4.6
      Rating, 4.6 out of 5 stars
      ·
      202 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      M

      Microsoft

      Generative AI for Software Developers

      Skills you'll gain: Generative AI, Microsoft Copilot, Prompt Engineering, Test Case, Microsoft Visual Studio, Version Control, Code Review, Data Ethics, GitHub, Continuous Integration, Software Development Tools, Program Development, Software Documentation, Computer Programming Tools, Integrated Development Environments, Maintainability, Process Driven Development, Artificial Intelligence, Development Environment, Technical Documentation

      4.5
      Rating, 4.5 out of 5 stars
      ·
      70 reviews

      Intermediate · Specialization · 1 - 3 Months

    • 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

      4.7
      Rating, 4.7 out of 5 stars
      ·
      2.4K reviews

      Mixed · Course · 1 - 3 Months

    • C

      Coursera Instructor Network

      Microsoft Excel VBA and Macros

      Skills you'll gain: Excel Macros, Microsoft Excel, Data Manipulation, Visual Basic (Programming Language), Data Analysis, Productivity Software, Automation, Strategic Decision-Making

      4.5
      Rating, 4.5 out of 5 stars
      ·
      175 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of California San Diego

      Design Thinking and Predictive Analytics for Data Products

      Skills you'll gain: Supervised Learning, Feature Engineering, Predictive Modeling, Data Manipulation, Applied Machine Learning, Design Thinking, Advanced Analytics, Machine Learning Algorithms, Scikit Learn (Machine Learning Library), Data Science, Data Cleansing, Classification And Regression Tree (CART), Regression Analysis, Data Processing, Tensorflow, Statistical Methods

      4.5
      Rating, 4.5 out of 5 stars
      ·
      65 reviews

      Intermediate · Course · 1 - 3 Months

    • U

      University of Toronto

      Knowledge and Skills for Dementia Care: the SSLD Approach

      Skills you'll gain: Gerontology, Long Term Care, Caregiving, Nursing Homes, Home Health Care, Mental and Behavioral Health, Psychosocial Assessments, Disabilities, Care Management, Cultural Sensitivity, Decision Support Systems, Behavior Management, Needs Assessment

      4.6
      Rating, 4.6 out of 5 stars
      ·
      124 reviews

      Beginner · Course · 1 - 3 Months

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

    • Strategic Organization Design: Ludwig-Maximilians-Universität München (LMU)
    • Executive Data Science Capstone: Johns Hopkins University
    • Leadership Strategies for AI and Generative AI: Fractal Analytics
    • Liderando Equipos de Trabajo: Universidad de Palermo
    • Investments II: Lessons and Applications for Investors: University of Illinois Urbana-Champaign
    • Predictive Modeling and Analytics : University of Colorado Boulder
    • Introduction to Personal Finance: SoFi
    • Generative AI for Software Developers: Microsoft
    • Machine Learning: Clustering & Retrieval: University of Washington
    • Microsoft Excel VBA and Macros: Coursera Instructor Network

    Skills you can learn in Software Development

    Programming Language (34)
    Google (25)
    Computer Program (21)
    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)

    Frequently Asked Questions about Decision Tree

    A decision tree describes a flowchart or algorithm that analyzes the pathway toward making a decision. The basic flow of a decision based on data starts at a single node and moves through branches into two or more directions, giving the appearance of a tree, so to speak. Each branch offers a different possible outcome, depending on the decisions made and random events that occur. A decision tree is often used in data science and data analytics, but can also be used in evaluating decision-making processes in other areas of a company, like human resources, operations, and inventory management.‎

    Decision trees are important because they serve to make visual these complex data parts into manageable pieces of information. Humans can better understand what decisions need to be made when they flow through a decision tree. An example of a decision tree in visual form might show where each level needs to have a decision made for it. As each of the answers are chosen, this visual pathway will eventually help you to come to a decision about the initial problem. This is why decision trees are important. When used in areas like machine learning, data regression, prediction analysis, and data classification, decision trees can ramp up the capacity to tackle complicated decision tasks.‎

    Typical jobs that use decision trees include data integration developer, data scientist, decision tree analysis expert, automation development manager, and similar roles that seek to organize and manage data flows. These jobs are often aligned with software programming jobs, so learning about programming can help to better understand the data analysis needed in decision tree work. Decision trees are also used in other work areas, like operations and HR, so learning decision trees may be able to help you work in these functions as well.‎

    When you take an online course to learn about decision trees, you might learn to think more analytically about the decision-making process and the steps involved in looking at different angles of a problem. You may also learn about the basic steps to visualizing a problem, and how to use sets of data to do that. Taking online courses to learn decision trees may also prepare you for eventual interest in machine learning models using top industry tools.‎

    Online Decision Tree courses offer a convenient and flexible way to enhance your knowledge or learn new Decision Tree skills. Choose from a wide range of Decision Tree courses offered by top universities and industry leaders tailored to various skill levels.‎

    When looking to enhance your workforce's skills in Decision Tree, it's crucial to select a course that aligns with their current abilities and learning objectives. Our Skills Dashboard is an invaluable tool for identifying skill gaps and choosing the most appropriate course for effective upskilling. For a comprehensive understanding of how our courses can benefit your employees, explore the enterprise solutions we offer. Discover more about our tailored programs at Coursera for Business here.‎

    This FAQ content has been made available for informational purposes only. Learners are advised to conduct additional research to ensure that courses and other credentials pursued meet their personal, professional, and financial goals.

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