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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
      A

      Alberta Machine Intelligence Institute

      Machine Learning Algorithms: Supervised Learning Tip to Tail

      Skills you'll gain: Supervised Learning, Machine Learning Algorithms, Applied Machine Learning, Jupyter, Machine Learning, Classification And Regression Tree (CART), Scikit Learn (Machine Learning Library), Business Solutions, Python Programming, Regression Analysis, Performance Analysis, Feature Engineering, Data Processing, Performance Metric

      4.7
      Rating, 4.7 out of 5 stars
      ·
      413 reviews

      Mixed · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of California, Irvine

      Types of Conflict

      Skills you'll gain: Conflict Management, Mediation, Teamwork, Leadership, Interpersonal Communications, Communication Strategies, Employee Engagement, Problem Solving, Decision Making

      4.5
      Rating, 4.5 out of 5 stars
      ·
      1.2K reviews

      Mixed · Course · 1 - 3 Months

    • D

      Duke University

      Bayesian Statistics

      Skills you'll gain: Bayesian Statistics, Statistical Hypothesis Testing, Statistical Modeling, Statistical Methods, Statistical Inference, Statistical Analysis, Regression Analysis, Data Analysis, R Programming, Probability, Data-Driven Decision-Making, Probability Distribution

      3.8
      Rating, 3.8 out of 5 stars
      ·
      797 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      R

      Rutgers the State University of New Jersey

      Supply Chain Analytics Essentials

      Skills you'll gain: Supply Chain, Supply Chain Management, Supplier Performance Management, Analytics, Business Analytics, Data Analysis, Competitive Analysis, Job Analysis, Inventory and Warehousing, Demand Planning, Data-Driven Decision-Making, Logistics, Financial Analysis

      4.6
      Rating, 4.6 out of 5 stars
      ·
      1K reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      I

      IBM

      GenAI for Executives & Business Leaders: An Introduction

      Skills you'll gain: Generative AI, Data Ethics, Artificial Intelligence, Business Transformation, Business Leadership, Business Ethics, Governance, Digital Transformation, Data-Driven Decision-Making, Business Strategies, Customer experience improvement, Customer Service

      4.7
      Rating, 4.7 out of 5 stars
      ·
      394 reviews

      Beginner · Course · 1 - 4 Weeks

    • E

      Erasmus University Rotterdam

      Introduction to Economic Theories

      Skills you'll gain: Consumer Behaviour, Market Dynamics, Financial Market, Financial Systems, Economics, Economic Development, Market Analysis, Tax, Economics, Policy, and Social Studies, Public Policies, Environmental Issue, Social Sciences, Socioeconomics, Supply And Demand, Behavioral Economics, Decision Making

      4.5
      Rating, 4.5 out of 5 stars
      ·
      360 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Michigan

      Introduction to Time Value of Money (TVM)

      Skills you'll gain: Loans, Microsoft Excel, Finance, Capital Budgeting, Financial Analysis, Business Mathematics, General Finance, Cash Flows, Forecasting, Financial Planning

      4.8
      Rating, 4.8 out of 5 stars
      ·
      936 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      The Teacher and Social and Emotional Learning (SEL)

      Skills you'll gain: Self-Awareness, Personal Development, Program Evaluation, School Psychology, Empowerment, Emotional Intelligence, Mindfulness, Teaching, Social Justice, Social Skills, Adult Education, Behavior Management, Childhood Education and Development, Advocacy, Higher Education, Cultural Responsiveness, Education and Training, Diversity Equity and Inclusion Initiatives, Curriculum Planning, Empathy

      4.7
      Rating, 4.7 out of 5 stars
      ·
      901 reviews

      Beginner · Specialization · 3 - 6 Months

    • U

      University of Lausanne

      Accounting 1

      Skills you'll gain: Balance Sheet, Income Statement, Cash Flows, Financial Accounting, Financial Statements, Accounting, Bookkeeping, Working Capital, General Accounting, Accrual Accounting, Financial Reporting, Financial Analysis, Ledgers (Accounting), Profit and Loss (P&L) Management, Accounts Payable and Receivable, Reconciliation

      4.7
      Rating, 4.7 out of 5 stars
      ·
      184 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Michigan

      Assisting Public Sector Decision Makers With Policy Analysis

      Skills you'll gain: Statistical Analysis, Program Evaluation, Policy Analysis, Data Analysis, Statistical Methods, Public Policies, Statistical Hypothesis Testing, Policy Development, Analytical Skills, Forecasting, R Programming, Data-Driven Decision-Making, Research Design, Time Series Analysis and Forecasting

      4.8
      Rating, 4.8 out of 5 stars
      ·
      26 reviews

      Intermediate · Course · 1 - 3 Months

    • U

      University of London

      Probability and Statistics: To p or not to p?

      Skills you'll gain: Descriptive Statistics, Statistics, Probability & Statistics, Statistical Hypothesis Testing, Data Visualization, Data-Driven Decision-Making, Statistical Modeling, Data Analysis, Probability, Probability Distribution, Sampling (Statistics), Risk Modeling, Statistical Inference, Mathematical Modeling

      4.6
      Rating, 4.6 out of 5 stars
      ·
      1.5K reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      V

      Vanderbilt University

      Generative AI for Leaders

      Skills you'll gain: Succession Planning, Business Writing, Generative AI, Leadership, Meeting Facilitation, Organizational Leadership, Business Leadership, Proposal Writing, Communication, Human Resource Strategy, Business Transformation, Artificial Intelligence, Internal Communications, Strategic Thinking, Decision Making

      4.8
      Rating, 4.8 out of 5 stars
      ·
      460 reviews

      Beginner · Course · 1 - 4 Weeks

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

    • Machine Learning Algorithms: Supervised Learning Tip to Tail: Alberta Machine Intelligence Institute
    • Types of Conflict: University of California, Irvine
    • Bayesian Statistics: Duke University
    • Supply Chain Analytics Essentials: Rutgers the State University of New Jersey
    • GenAI for Executives & Business Leaders: An Introduction: IBM
    • Introduction to Economic Theories: Erasmus University Rotterdam
    • Introduction to Time Value of Money (TVM): University of Michigan
    • The Teacher and Social and Emotional Learning (SEL): University of Colorado Boulder
    • Accounting 1: University of Lausanne
    • Assisting Public Sector Decision Makers With Policy Analysis: University of Michigan

    Skills you can learn in Software Development

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