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

Status: Free Trial
Google
Google Data Analytics
Skills you'll gain: Data Presentation, Data Storytelling, Presentations, Data Cleansing, Data Visualization, Rmarkdown, Data-Driven Decision-Making, Data Validation, Data Ethics, Analytical Skills, Dashboard, Spreadsheet Software, Ggplot2, SQL, Data Visualization Software, Data Literacy, Data Collection, Sampling (Statistics), Data Analysis, Data Processing
4.5
Rating, 4.5 out of 5 stars
314 reviews
Beginner · Professional Certificate · 3 - 6 Months
Status: Free Trial
Imperial College London
Study Designs in Epidemiology
Skills you'll gain: Clinical Trials, Research Design, Epidemiology, Clinical Research, Research Methodologies, Research, Statistical Analysis, Sample Size Determination, Data Analysis
4.8
Rating, 4.8 out of 5 stars
602 reviews
Intermediate · Course · 1 - 4 Weeks
Status: Free Trial
Emory University
Getting a Consulting Job
Skills you'll gain: Business Consulting, Management Consulting, Interviewing Skills, Professional Networking, Recruitment, Project Management, Business Communication, Team Management, Data-Driven Decision-Making, Complex Problem Solving, Communication
4.9
Rating, 4.9 out of 5 stars
408 reviews
Beginner · Course · 1 - 3 Months
Status: Free Trial
Rutgers the State University of New Jersey
Supply Chain Analytics
Skills you'll gain: Competitive Analysis, Supply Chain, Supply Chain Management, Market Share, Benchmarking, Transportation, Supply Chain, and Logistics, Customer experience improvement, Analytics, Financial Analysis, Inventory Management System, Data Analysis, Cost Estimation, Data-Driven Decision-Making, Cost Reduction
4.7
Rating, 4.7 out of 5 stars
805 reviews
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
University of Minnesota
IT Infrastructure and Emerging Trends
Skills you'll gain: Cybersecurity, Cloud Computing, Cloud Services, IT Management, Information Technology, Technology Solutions, Technology Strategies, IT Infrastructure, Information Systems, Mobile Security, Emerging Technologies, Innovation, Management Information Systems, Blockchain
4.8
Rating, 4.8 out of 5 stars
480 reviews
Beginner · Course · 1 - 3 Months
Status: Free Trial
University of Illinois Urbana-Champaign
Introduction to Accounting Data Analytics and Visualization
Skills you'll gain: Tableau Software, Data Visualization Software, Excel Macros, Analytics, Accounting and Finance Software, Specialized Accounting, Analytical Skills, Pivot Tables And Charts, Accounting Systems, Business Analytics, Microsoft Excel, Data Collection, Data-Driven Decision-Making, Data Analysis, Regression Analysis
Build toward a degree
4.8
Rating, 4.8 out of 5 stars
442 reviews
Beginner · Course · 1 - 3 Months
Status: Free Trial
University of Virginia Darden School Foundation
Introduction to Digital Transformation Part 1
Skills you'll gain: Digital Transformation, Business Transformation, Product Lifecycle Management, Competitive Analysis, Technology Strategies, Data Strategy, Business Technologies, Emerging Technologies, Innovation, Business Strategy, Business Economics, Artificial Intelligence and Machine Learning (AI/ML)
4.7
Rating, 4.7 out of 5 stars
417 reviews
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
Meta
Desarrollador de Meta de Android
Skills you'll gain: React Native, User Research, UI/UX Research, Persona (User Experience), Restful API, Design Research, Android Studio, Version Control, Kotlin, User Experience Design, Android Jetpack, Unix Commands, Android Development, Interaction Design, Git (Version Control System), GitHub, Algorithms, Jest (JavaScript Testing Framework), Usability, Mobile Development
4.6
Rating, 4.6 out of 5 stars
328 reviews
Beginner · Professional Certificate · 3 - 6 Months
Status: Free Trial
Meta
Desarrollador back-end de Meta
Skills you'll gain: Full-Stack Web Development, Restful API, Django (Web Framework), Relational Databases, Version Control, SQL, Unix Commands, Git (Version Control System), GitHub, Database Design, Responsive Web Design, Database Management Systems, Front-End Web Development, Algorithms, MySQL, Bootstrap (Front-End Framework), Test Driven Development (TDD), Unit Testing, Pseudocode, Web Development
4.8
Rating, 4.8 out of 5 stars
479 reviews
Beginner · Professional Certificate · 3 - 6 Months
EDHEC Business School
Building Strategic Foresight Capabilities
Skills you'll gain: Systems Thinking, Strategic Thinking, Forecasting, Strategic Decision-Making, Stakeholder Engagement, Organizational Strategy, Complex Problem Solving, Business Transformation, Business Strategy, Trend Analysis, Innovation, Emerging Technologies
4.9
Rating, 4.9 out of 5 stars
226 reviews
Intermediate · Course · 1 - 3 Months
Status: Free Trial
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
Copenhagen Business School
The Neuromarketing Toolbox
Skills you'll gain: Consumer Behaviour, Marketing Psychology, Market Research, Magnetic Resonance Imaging, Marketing, Neurology, Science and Research, Experimentation, Research Methodologies, Data Collection, Psychological Evaluations
4.7
Rating, 4.7 out of 5 stars
198 reviews
Beginner · Course · 1 - 3 Months