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
University of Virginia
Business Growth Strategy
Skills you'll gain: Growth Strategies, Mergers & Acquisitions, Business Strategy, New Business Development, Innovation, Organizational Strategy, Market Dynamics, Competitive Analysis, Market Opportunities, Strategic Decision-Making, Business Valuation, Risk Management
4.7
Rating, 4.7 out of 5 stars
689 reviews
Mixed · Course · 1 - 4 Weeks
Status: Free Trial
University of California San Diego
Machine Learning With Big Data
Skills you'll gain: Exploratory Data Analysis, Apache Spark, Big Data, Regression Analysis, Data Mining, Applied Machine Learning, Statistical Analysis, Machine Learning, Data Analysis, Unsupervised Learning, Data Transformation, Predictive Modeling, Data Cleansing, Supervised Learning, Decision Tree Learning
4.6
Rating, 4.6 out of 5 stars
2.5K reviews
Mixed · Course · 1 - 3 Months
Status: Free Trial
University of Illinois Urbana-Champaign
Business Strategy
Skills you'll gain: Business Strategy, Organizational Strategy, Strategic Leadership, Business Modeling, Strategic Decision-Making, Competitive Analysis, Value Propositions, Market Analysis, Innovation, Analysis
Build toward a degree
4.8
Rating, 4.8 out of 5 stars
2K reviews
Intermediate · Course · 1 - 3 Months
Status: Free Trial
University of California San Diego
Data Structures and Performance
Skills you'll gain: Unit Testing, Data Structures, Development Testing, Java Programming, Software Testing, Performance Tuning, Debugging, Computer Programming, Algorithms, Object Oriented Programming (OOP), Theoretical Computer Science
4.8
Rating, 4.8 out of 5 stars
2.2K reviews
Intermediate · Course · 1 - 3 Months
Status: Free Trial
IBM
Supervised Machine Learning: Regression
Skills you'll gain: Supervised Learning, Regression Analysis, Predictive Modeling, Machine Learning, Statistical Modeling, Classification And Regression Tree (CART), Scikit Learn (Machine Learning Library), Feature Engineering, Statistical Analysis, Performance Metric
4.7
Rating, 4.7 out of 5 stars
741 reviews
Intermediate · Course · 1 - 3 Months
Status: Free Trial
University of Virginia
Ethical Leadership Through Giving Voice to Values
Skills you'll gain: Courage, Leadership Development, Strategic Leadership, Professional Development, Business Ethics, Initiative and Leadership, Personal Integrity, Employee Coaching, Business Leadership, Overcoming Objections, Ethical Standards And Conduct, Empowerment, Self-Awareness, Conflict Management, Personal Development, Decision Making, Advocacy, Program Implementation, Action Oriented, Verbal Communication Skills
4.7
Rating, 4.7 out of 5 stars
585 reviews
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
University of Maryland, College Park
Developing Innovative Ideas for New Companies: The First Step in Entrepreneurship
Skills you'll gain: Business Modeling, Strategic Decision-Making, Entrepreneurship, Market Opportunities, Ideation, Innovation, Business Strategies, Customer Insights, Market Analysis, New Business Development, Competitive Analysis, Value Propositions
4.7
Rating, 4.7 out of 5 stars
1.4K reviews
Mixed · Course · 1 - 4 Weeks
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-Driven Decision-Making, Data Analysis, Probability, Risk Modeling, Statistical Inference, Data Visualization Software, Mathematical Modeling
4.6
Rating, 4.6 out of 5 stars
1.5K reviews
Beginner · Course · 1 - 3 Months
Status: Free Trial
Copenhagen Business School
Strategy Formulation
Skills you'll gain: Business Strategy, Business Planning, Strategic Decision-Making, Strategic Thinking, Organizational Strategy, Resource Management, Competitive Analysis, Market Analysis, Global Marketing, Value Propositions, Market Dynamics
4.5
Rating, 4.5 out of 5 stars
1.5K reviews
Mixed · Course · 1 - 3 Months
Status: Free Trial
University of Pennsylvania
AI Strategy and Governance
Skills you'll gain: Data Ethics, Data Governance, Personally Identifiable Information, Data Security, Governance, Business Strategy, Organizational Strategy, Business Transformation, Artificial Intelligence, Ethical Standards And Conduct, Machine Learning, Innovation, Algorithms, Decision Making
4.7
Rating, 4.7 out of 5 stars
298 reviews
Beginner · Course · 1 - 4 Weeks
University of Michigan
Data Science Ethics
Skills you'll gain: Data Ethics, Data Sharing, Information Privacy, General Data Protection Regulation (GDPR), Personally Identifiable Information, Data Security, Data Governance, Ethical Standards And Conduct, Big Data, Intellectual Property, Data Analysis, Social Sciences, Sampling (Statistics), Data-Driven Decision-Making, Diversity Awareness
4.7
Rating, 4.7 out of 5 stars
1.2K reviews
Beginner · Course · 1 - 3 Months
Status: Free Trial
Google
Google データアナリティクス
Skills you'll gain: Rmarkdown, Data Presentation, Data Ethics, Data Storytelling, Data Visualization, Data Cleansing, Stakeholder Communications, Analytical Skills, Data-Driven Decision-Making, Data Visualization Software, Data Validation, Dashboard, Ggplot2, Interviewing Skills, Data Access, Spreadsheet Software, Data Analysis, Tableau Software, Data Synthesis, Data Manipulation
4.7
Rating, 4.7 out of 5 stars
610 reviews
Beginner · Professional Certificate · 3 - 6 Months