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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

    • C

      Coursera Project Network

      Diabetes Disease Detection with XG-Boost and Neural Networks

      Skills you'll gain: Artificial Neural Networks, Exploratory Data Analysis, Applied Machine Learning, Predictive Modeling, Classification And Regression Tree (CART), Data Analysis, Predictive Analytics, Machine Learning Algorithms, Machine Learning, Statistical Analysis, Feature Engineering

      4.9
      Rating, 4.9 out of 5 stars
      ·
      10 reviews

      Beginner · Guided Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      I

      IBM

      GenAI for Execs & Business Leaders: Integration Strategy

      Skills you'll gain: Return On Investment, Data Strategy, Business Leadership, Generative AI, Business Strategy, Scalability, Compliance Management, Data-Driven Decision-Making, Business Ethics, Artificial Intelligence, Data Governance, Human Resources, Finance, Information Technology Operations

      4.9
      Rating, 4.9 out of 5 stars
      ·
      59 reviews

      Beginner · Course · 1 - 4 Weeks

    • F

      Fred Hutchinson Cancer Center

      Write Smarter with Overleaf and LaTeX

      Skills you'll gain: Collaborative Software, GitHub, Technical Writing, Technical Support, Version Control, Document Management, Technical Documentation, Typography

      4.3
      Rating, 4.3 out of 5 stars
      ·
      133 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Illinois Urbana-Champaign

      Inferential and Predictive Statistics for Business

      Skills you'll gain: Statistical Inference, Business Analytics, Analytics, Statistical Analysis, Statistical Hypothesis Testing, Regression Analysis, Data-Driven Decision-Making, Business Mathematics, Statistical Methods, Probability & Statistics, Statistical Modeling, Predictive Analytics, Microsoft Excel

      4.8
      Rating, 4.8 out of 5 stars
      ·
      863 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      D

      Duke University

      ESG for All

      Skills you'll gain: Environmental Social And Corporate Governance (ESG), Strategic Prioritization, Corporate Sustainability, Prioritization, Business Ethics, Governance, Accountability, Sustainability Reporting, Advocacy, Discussion Facilitation, Diversity and Inclusion, Ethical Standards And Conduct, Strategic Thinking, Compliance Management, Interpersonal Communications, Regulatory Compliance, Business Solutions, Environmental Issue, Business Priorities, Business Transformation

      4.6
      Rating, 4.6 out of 5 stars
      ·
      52 reviews

      Beginner · Specialization · 1 - 3 Months

    • N

      Northeastern University

      Analytics in Healthcare Management and Administration

      Skills you'll gain: Performance Improvement, Process Analysis, Health Care Administration, Process Mapping, Health Systems, Health Informatics, Business Analytics, Clinical Trials, Systems Thinking, Quality Improvement, Change Management, Analytics, Health Care, Care Coordination, Patient Coordination, Complex Problem Solving, Decision Making, Artificial Intelligence and Machine Learning (AI/ML)

      4.7
      Rating, 4.7 out of 5 stars
      ·
      28 reviews

      Mixed · Course · 1 - 4 Weeks

    • U

      Universidad de los Andes

      ¿Cómo tomar decisiones financieras que agreguen valor?

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

      4.9
      Rating, 4.9 out of 5 stars
      ·
      199 reviews

      Intermediate · Course · 1 - 3 Months

    • C

      Coursera Project Network

      Introduction to Java Programming: Java Fundamental Concepts

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

      4.4
      Rating, 4.4 out of 5 stars
      ·
      172 reviews

      Beginner · Guided Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      I

      Imperial College London

      Quality Improvement in Healthcare

      Skills you'll gain: Continuous Quality Improvement (CQI), Run Chart, Qualitative Research, Public Health, Patient Safety, Health Policy, Health Systems, Community Health, Clinical Leadership, Health Administration, Scientific Methods, Health Care, Patient Education and Support, Quantitative Research, Geographic Information Systems, Research Design, Descriptive Statistics, Data Collection, Community Outreach, Data-Driven Decision-Making

      4.7
      Rating, 4.7 out of 5 stars
      ·
      65 reviews

      Beginner · Specialization · 1 - 3 Months

    • Status: New
      New
      Status: Free Trial
      Free Trial
      L

      LearnKartS

      Risk Management Professional (PMI-RMP®) Certification Course

      Skills you'll gain: Risk Analysis, Project Risk Management, Risk Management, Stakeholder Management, Risk Mitigation, Contingency Planning, Continuous Monitoring, Conflict Management, Business Risk Management, Risk Control, Performance Analysis, Stakeholder Engagement, Agile Project Management, Decision Making, Project Management, Operational Risk, Agile Methodology, Risk Appetite, Operational Analysis, User Story

      4.8
      Rating, 4.8 out of 5 stars
      ·
      28 reviews

      Intermediate · Specialization · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      L

      LearnQuest

      AI for Scientific Research

      Skills you'll gain: Feature Engineering, Bioinformatics, Exploratory Data Analysis, Random Forest Algorithm, Pandas (Python Package), Scikit Learn (Machine Learning Library), Applied Machine Learning, Data Manipulation, Data Processing, Dimensionality Reduction, Data Cleansing, Keras (Neural Network Library), Machine Learning Algorithms, Data Transformation, NumPy, Classification And Regression Tree (CART), Tensorflow, Deep Learning, Predictive Modeling, Artificial Neural Networks

      3.2
      Rating, 3.2 out of 5 stars
      ·
      75 reviews

      Beginner · Specialization · 3 - 6 Months

    • E

      ESSEC Business School

      Basics of entrepreneurship: thinking and doing

      Skills you'll gain: Business Modeling, Entrepreneurship, Business Planning, Business Risk Management, Risk Management, Teamwork, Design Thinking, Ideation, Planning, Strategic Thinking, Innovation, New Business Development, Creative Thinking, Decision Making, Open Mindset, Lean Methodologies

      4.8
      Rating, 4.8 out of 5 stars
      ·
      61 reviews

      Beginner · Course · 1 - 4 Weeks

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

    • Diabetes Disease Detection with XG-Boost and Neural Networks: Coursera Project Network
    • GenAI for Execs & Business Leaders: Integration Strategy: IBM
    • Write Smarter with Overleaf and LaTeX: Fred Hutchinson Cancer Center
    • Inferential and Predictive Statistics for Business: University of Illinois Urbana-Champaign
    • ESG for All: Duke University
    • Analytics in Healthcare Management and Administration: Northeastern University
    • ¿Cómo tomar decisiones financieras que agreguen valor?: Universidad de los Andes
    • Introduction to Java Programming: Java Fundamental Concepts: Coursera Project Network
    • Quality Improvement in Healthcare: Imperial College London
    • Risk Management Professional (PMI-RMP®) Certification Course: LearnKartS

    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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