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 Pennsylvania
Business Strategies for Social Impact
Skills you'll gain: Philanthropy, Return On Investment, Environmental Social And Corporate Governance (ESG), Corporate Sustainability, Strategic Leadership, Business Transformation, Business Strategies, Business Leadership, Business Strategy, Strategic Thinking, Business Planning, Initiative and Leadership, Business Priorities, Decision Making, Performance Measurement, Community Development, Key Performance Indicators (KPIs), Business Ethics, Strategic Decision-Making, Investment Management
4.6
Rating, 4.6 out of 5 stars
549 reviews
Mixed · Course · 1 - 4 Weeks
Coursera Project Network
Scikit-Learn For Machine Learning Classification Problems
Skills you'll gain: Scikit Learn (Machine Learning Library), Applied Machine Learning, Machine Learning Algorithms, Classification And Regression Tree (CART), Supervised Learning, Random Forest Algorithm, Unsupervised Learning
4.6
Rating, 4.6 out of 5 stars
15 reviews
Beginner · Guided Project · Less Than 2 Hours
Status: Free Trial
Dartmouth College
Why Smart Executives Fail: Common Mistakes & Warning Signs
Skills you'll gain: Crisis Management, Strategic Leadership, Business Leadership, Leadership, Organizational Leadership, Strategic Decision-Making, Accountability, Organizational Change, Behavior Management, Business Strategy, Compensation Management, Change Management, Industrial and Organizational Psychology, Analysis, Culture
4.9
Rating, 4.9 out of 5 stars
388 reviews
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
SAS
SAS Visual Business Analytics
Skills you'll gain: SAS (Software), Network Analysis, Trend Analysis, Data Manipulation, Data Analysis, Forecasting, Data Quality, Text Mining, Exploratory Data Analysis, Ad Hoc Reporting, Spatial Data Analysis, Data Visualization Software, Spatial Analysis, Dashboard, Time Series Analysis and Forecasting, Business Analytics, Interactive Data Visualization, Data-Driven Decision-Making, Predictive Analytics, Data Visualization
4.7
Rating, 4.7 out of 5 stars
1.1K reviews
Beginner · Professional Certificate · 3 - 6 Months
Status: Free Trial
University of California, Davis
Data Visualization with Tableau Project
Skills you'll gain: Data Storytelling, Data Presentation, Dashboard, Data Visualization Software, Interactive Data Visualization, Proposal Development, Tableau Software, Exploratory Data Analysis, Data-Driven Decision-Making, Data Cleansing, Data Import/Export, Target Audience
4.6
Rating, 4.6 out of 5 stars
571 reviews
Intermediate · Course · 1 - 3 Months
Status: Free Trial
University of Illinois Urbana-Champaign
Introduction to Business Analytics: Communicating with Data
Skills you'll gain: Data Storytelling, Data Presentation, Data Visualization, Data Collection, Data Quality, Business Analytics, Data Visualization Software, Data-Driven Decision-Making, Data Analysis, Communication, R Programming
Build toward a degree
4.6
Rating, 4.6 out of 5 stars
629 reviews
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
University of Pennsylvania
Health Care Innovation
Skills you'll gain: Health Policy, Program Evaluation, Lean Methodologies, Health Care Administration, Behavioral Economics, Performance Metric, Operational Efficiency, Health Systems, Health Care, Performance Analysis, Health Assessment, Innovation, Decision Making
4.6
Rating, 4.6 out of 5 stars
302 reviews
Mixed · Course · 1 - 4 Weeks
Status: Free Trial
University of Colorado Boulder
Biology Everywhere
Skills you'll gain: Biochemistry, Human Development, Biology, Life Sciences, Environment, Chemistry, Environmental Issue, Child Development, Environmental Science, Environmental Resource Management, Music, General Science and Research, Decision Making, Natural Resource Management, Oncology, Liberal Arts, Education and Training, Environmental Policy, Psychology, Scientific Methods
4.5
Rating, 4.5 out of 5 stars
350 reviews
Beginner · Specialization · 3 - 6 Months
Status: Free Trial
Meta
Data Analysis with Spreadsheets and SQL
Skills you'll gain: Data Visualization Software, Spreadsheet Software, Correlation Analysis, Google Sheets, Pivot Tables And Charts, Dashboard, Data Analysis, Data Storytelling, Tableau Software, Descriptive Statistics, Data Cleansing, Exploratory Data Analysis, Data Manipulation, Data-Driven Decision-Making, Statistical Analysis, SQL
4.6
Rating, 4.6 out of 5 stars
232 reviews
Beginner · Course · 1 - 3 Months
Coursera Instructor Network
Brand Management: Strategies for a Strong Brand
Skills you'll gain: Brand Management, Branding, Brand Strategy, Brand Awareness, Brand Loyalty, Marketing Psychology, Data-Driven Decision-Making, Thought Leadership, Storytelling, Culture, Customer Engagement, Innovation
4.8
Rating, 4.8 out of 5 stars
166 reviews
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
University of Virginia
Customer Value in Pricing Strategy
Skills you'll gain: Revenue Management, Global Marketing, Consumer Behaviour, Marketing Psychology, Customer Insights, Customer Analysis, Value Propositions, Market Dynamics, Customer Demand Planning, Market Research, Behavioral Economics, Competitive Analysis, Decision Making, Analysis
4.8
Rating, 4.8 out of 5 stars
366 reviews
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
University of Maryland, College Park
Developing Innovative Ideas for Product Leaders
Skills you'll gain: New Product Development, Innovation, Market Opportunities, Ideation, Entrepreneurship, Product Management, Corporate Strategy, Customer Analysis, Competitive Analysis, Market Analysis, Target Market, Business, Market Dynamics, Value Propositions, Decision Making
4.4
Rating, 4.4 out of 5 stars
216 reviews
Beginner · Course · 1 - 4 Weeks