What is a 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.

Why is it important to learn about decision trees?

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.

What types of jobs can you get by learning decision trees?

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.

How can online courses help me learn about decision trees?

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.

What are the benefits of taking an online Decision Tree course?

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.

What Decision Tree courses are best for training and upskilling employees or the workforce?

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 .

Top Decision Tree Courses - Learn Decision Tree Online

Explore the Decision Tree Course Catalog

Indian School of Business
Certificate in Strategic Leadership
Skills you'll gain: Business Strategy, Crisis Management, Strategic Thinking, Strategic Leadership, Professional Development, Business Leadership, Growth Strategies, Business Modeling, Leadership Development, Leadership, Leadership and Management, Competitive Analysis, Stakeholder Communications, Executive Presence, Competitive Intelligence, Team Leadership, Strategic Decision-Making, Business Development, Value Propositions, Market Analysis
University Certificate · 6 - 12 Months
University of Leeds
Master of Science in Data Science (Statistics)
Skills you'll gain: Regression Analysis, Statistical Hypothesis Testing, Statistical Machine Learning, Statistical Methods, Classification And Regression Tree (CART), Network Analysis, Planning, Statistical Modeling, Applied Machine Learning, Unsupervised Learning, Dimensionality Reduction, Data Visualization Software, Supervised Learning, Exploratory Data Analysis, Decision Tree Learning, R Programming, Probability, Bayesian Statistics, Web Scraping, Data Analysis
Earn a degree
Degree · 1 - 4 Years
University of Illinois at Urbana-Champaign
Graduate Certificate in Accounting Data Analytics
Skills you'll gain: Data Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Marketing, Risk Management, Machine Learning Algorithms, Business Strategy, Financial Auditing, Descriptive Statistics, Variance Analysis, Process Improvement, Marketing Analytics, Generative AI, Financial Market, Strategic Decision-Making, Corporate Tax, Global Marketing
Credit offered
Graduate Certificate · 6 - 12 Months
University of Illinois at Urbana-Champaign
Master of Science in Management
Skills you'll gain: Data Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Marketing, Risk Management, Machine Learning Algorithms, Business Strategy, Financial Auditing, Descriptive Statistics, Variance Analysis, Process Improvement, Marketing Analytics, Generative AI, Financial Market, Strategic Decision-Making, Corporate Tax, Global Marketing
Earn a degree
Degree · 1 - 4 Years
HEC Paris
Innovation Management and Entrepreneurship University Certificate
Skills you'll gain: New Product Development, Business Strategy, Social Media Strategy, Product Development, Supplier Relationship Management, Ideation, Entrepreneurship, Social Media Marketing, Stakeholder Engagement, Social Media, Decision Making, Content Marketing, Process Analysis, Strategic Thinking, Project Controls, Strategic Decision-Making, Business Operations, Business Planning, Lean Methodologies, Innovation
University Certificate · 6 - 12 Months
Universidad de los Andes
Inteligencia Artificial: Machine learning, ética y nuevas tendencias Certificado MasterTrack®
Skills you'll gain: Supervised Learning, Unsupervised Learning, Artificial Intelligence, Dimensionality Reduction, Probability & Statistics, Data Ethics, Machine Learning Methods, Linear Algebra, Reinforcement Learning, Machine Learning, Applied Machine Learning, Classification And Regression Tree (CART), Machine Learning Algorithms, Natural Language Processing, Statistical Machine Learning, Predictive Modeling, Probability, Scikit Learn (Machine Learning Library), Statistics, Ethical Standards And Conduct
Credit offered
Mastertrack · 6 - 12 Months
University of Colorado Boulder
Engineering Management Graduate Certificate
Skills you'll gain: User Story, Supplier Management, Project Schedules, Sustainability Reporting, Project Closure, Engineering Management, Financial Analysis, Milestones (Project Management), Financial Statement Analysis, Cost Estimation, Personal Development, Environmental Social And Corporate Governance (ESG), Team Leadership, Stakeholder Management, Resilience, Agile Project Management, Self-Awareness, Capital Budgeting, Project Risk Management, Cost Management
Credit offered
Graduate Certificate · 6 - 12 Months
Universidad de los Andes
Maestría en Gerencia de la Ingeniería
Skills you'll gain: Conflict Management, Organizational Strategy, Product Management, Technology Strategies, Business Modeling, Systems Thinking, Project Management, Prototyping, Project Management Life Cycle, Project Management Institute (PMI) Methodology, Engineering Management, Strategic Decision-Making, Stakeholder Management, Feasibility Studies, Financial Statements, Agile Methodology, Asset Management, Environmental Management Systems, Project Risk Management, Operations Research
Earn a degree
Degree · 1 - 4 Years
HEC Paris
Leading Innovation With Creativity University Certificate
Skills you'll gain: Innovation, Design Thinking, Active Listening, Organizational Structure, Creativity, Organizational Strategy, Business Modeling, Talent Management, Creative Thinking, Business Strategy, Self-Awareness, Initiative and Leadership, Consumer Behaviour, Strategic Decision-Making, Creative Problem-Solving, User Research, Organizational Effectiveness, Organizational Leadership, Leadership, Ideation
University Certificate · 6 - 12 Months
Pontificia Universidad Católica de Chile
Magíster en Inversiones y Finanzas Aplicadas
Skills you'll gain: Financial Statement Analysis, Financial Statements, Descriptive Analytics, FinTech, Business Analytics, Business Valuation, Derivatives, Portfolio Management, Strategic Decision-Making, Customer Analysis, Risk Analysis, Corporate Finance, Digital Transformation, Governance, Cloud Security, Capital Markets, Assertiveness, Credit Risk, Financial Analysis, Object Oriented Programming (OOP)
Earn a degree
Degree · 1 - 4 Years
Universidad de los Andes
Maestría en Inteligencia Analítica de Datos
Skills you'll gain: Systems Thinking, Unsupervised Learning, Deep Learning, Network Analysis, Data Storytelling, Predictive Modeling, Data Visualization, Time Series Analysis and Forecasting, Marketing Analytics, MLOps (Machine Learning Operations), Financial Statement Analysis, Simulations, Data-Driven Decision-Making, Business Analysis, Descriptive Analytics, Exploratory Data Analysis, Analytics, Random Forest Algorithm, Operations Research, Stakeholder Engagement
Earn a degree
Degree · 1 - 4 Years
Imperial College London
Master of Science in Machine Learning and Data Science
Skills you'll gain: Data Ethics, Supervised Learning, Exploratory Data Analysis, Unsupervised Learning, Student Support and Services, PySpark, Data Pipelines, Linear Algebra, Ggplot2, Dimensionality Reduction, Student Services, Data Processing, Big Data, Agentic systems, Graphing, A/B Testing, Unstructured Data, Deep Learning, Bayesian Statistics, Applied Machine Learning
Earn a degree
Degree · 1 - 4 Years