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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
      U

      University of Pennsylvania

      Business Analytics Capstone

      Skills you'll gain: Data-Driven Decision-Making, Business Analytics, Business Intelligence, Analytics, Peer Review, Business Analysis, Performance Measurement, Marketing Analytics, Data Strategy, Business Solutions, Business Planning, Business Strategy, Strategic Thinking, Business Strategies, Key Performance Indicators (KPIs), Marketing Effectiveness, Digital Advertising, Advertising

      4.5
      Rating, 4.5 out of 5 stars
      ·
      767 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      Universidad de los Andes

      Ciencia de datos​

      Skills you'll gain: Data Ethics, Data Integration, Exploratory Data Analysis, Statistical Hypothesis Testing, Predictive Modeling, Correlation Analysis, Data Visualization Software, Classification And Regression Tree (CART), Data Quality, Data Science, Jupyter, Data Analysis, Data Transformation, Data Cleansing, Business Analytics, Data Manipulation, Supervised Learning, Statistical Analysis, Regression Analysis, Applied Machine Learning

      4.7
      Rating, 4.7 out of 5 stars
      ·
      512 reviews

      Beginner · Specialization · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      R

      Rice University

      Business Applications of Hypothesis Testing and Confidence Interval Estimation

      Skills you'll gain: Statistical Hypothesis Testing, Statistical Methods, Sample Size Determination, Statistical Inference, Estimation, Statistics, Probability & Statistics, Sampling (Statistics), Statistical Analysis, Microsoft Excel, Excel Formulas, Decision Making

      4.8
      Rating, 4.8 out of 5 stars
      ·
      1.3K reviews

      Mixed · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University at Buffalo

      Applied Analytics and Data for Decision Making

      Skills you'll gain: Data Literacy, Data Ethics, Data-Driven Decision-Making, Analytics, Root Cause Analysis, Lean Methodologies, Six Sigma Methodology, Operational Efficiency, Operational Excellence, ISO 9000 Series, Process Improvement, Decision Making, Quality Management Systems, Data Security, Internet Of Things

      4.6
      Rating, 4.6 out of 5 stars
      ·
      120 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      M

      Meta

      Desarrollador front-end de Meta

      Skills you'll gain: User Research, UI/UX Research, Persona (User Experience), Jest (JavaScript Testing Framework), Responsive Web Design, Design Research, Bootstrap (Front-End Framework), Version Control, User Experience Design, HTML and CSS, Unix Commands, Front-End Web Development, Usability, Web Design, React.js, Javascript, Interaction Design, Algorithms, Mobile Development, Pseudocode

      4.7
      Rating, 4.7 out of 5 stars
      ·
      474 reviews

      Beginner · Professional Certificate · 3 - 6 Months

    • U

      University of Manchester

      Managing Responsibly: Practicing Sustainability, Responsibility and Ethics

      Skills you'll gain: Corporate Sustainability, Business Ethics, Environmental Social And Corporate Governance (ESG), Intercultural Competence, Ethical Standards And Conduct, Team Management, Team Oriented, Decision Making, Cultural Diversity, Systems Thinking, Organizational Change, Governance, Stakeholder Management

      4.8
      Rating, 4.8 out of 5 stars
      ·
      664 reviews

      Mixed · Course · 1 - 3 Months

    • T

      Technical University of Denmark (DTU)

      Environmental Management & Ethics

      Skills you'll gain: Environmental Regulations, Environment, Environmental Policy, Environmental Issue, Environmental Engineering, Ethical Standards And Conduct, Environmental Science, Systems Thinking, Law, Regulation, and Compliance, Mitigation, Cost Benefit Analysis, Economics

      4.7
      Rating, 4.7 out of 5 stars
      ·
      409 reviews

      Mixed · Course · 1 - 3 Months

    • E

      Erasmus University Rotterdam

      Assessment in Higher Education: Professional Development for Teachers

      Skills you'll gain: Constructive Feedback, Higher Education, Instructional Design, Program Standards, Planning, Reliability, Analytical Skills, Decision Making

      4.8
      Rating, 4.8 out of 5 stars
      ·
      410 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Alberta

      Reviews & Metrics for Software Improvements

      Skills you'll gain: Sprint Retrospectives, Scrum (Software Development), Software Technical Review, Code Review, Agile Project Management, Software Quality Assurance, Agile Methodology, User Story, Debugging, Issue Tracking, Requirements Analysis, Usability Testing, User Research, Data-Driven Decision-Making

      4.7
      Rating, 4.7 out of 5 stars
      ·
      1.7K reviews

      Mixed · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Minnesota

      IS/IT Governance

      Skills you'll gain: Technology Strategies, Change Management, Enterprise Architecture, Information Technology, Portfolio Management, Governance, Investment Management, Resource Allocation, Return On Investment, User Acceptance Testing (UAT), Cost Benefit Analysis, Risk Management, Decision Making

      4.7
      Rating, 4.7 out of 5 stars
      ·
      705 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      C

      CertNexus

      CertNexus Certified Artificial Intelligence Practitioner

      Skills you'll gain: Data Ethics, Unsupervised Learning, Random Forest Algorithm, Data Analysis, Regression Analysis, Decision Tree Learning, Machine Learning Algorithms, Data Collection, Deep Learning, Workflow Management, MLOps (Machine Learning Operations), Statistical Analysis, Linear Algebra, Applied Machine Learning, Business Ethics, Compliance Management, Learning Strategies, Test Planning, Productivity, Registration

      4.6
      Rating, 4.6 out of 5 stars
      ·
      271 reviews

      Intermediate · Professional Certificate · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      R

      Rice University

      Portfolio Selection and Risk Management

      Skills you'll gain: Portfolio Management, Investment Management, Investments, Financial Market, Risk Management, Equities, Finance, Return On Investment, Risk Analysis, Statistical Methods, Probability Distribution, Correlation Analysis, Decision Making, Quantitative Research, Variance Analysis

      4.6
      Rating, 4.6 out of 5 stars
      ·
      609 reviews

      Mixed · Course · 1 - 3 Months

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

    • Business Analytics Capstone: University of Pennsylvania
    • Ciencia de datos​: Universidad de los Andes
    • Business Applications of Hypothesis Testing and Confidence Interval Estimation : Rice University
    • Applied Analytics and Data for Decision Making: University at Buffalo
    • Desarrollador front-end de Meta: Meta
    • Managing Responsibly: Practicing Sustainability, Responsibility and Ethics: University of Manchester
    • Environmental Management & Ethics: Technical University of Denmark (DTU)
    • Assessment in Higher Education: Professional Development for Teachers: Erasmus University Rotterdam
    • Reviews & Metrics for Software Improvements: University of Alberta
    • IS/IT Governance: University of Minnesota

    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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