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 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 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 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
HubSpot Academy
Sales Training: Techniques for a Human-Centric Sales Process
Skills you'll gain: Closing (Sales), Booking (Sales), Overcoming Objections, Sales Training, Sales Process, Sales Prospecting, HubSpot CRM, Sales, Inside Sales, Prospecting and Qualification, Sales Strategy, Consultative Selling, Customer Relationship Management (CRM) Software, Lead Generation, Negotiation, LinkedIn, Value Propositions, Professional Networking
4.7
Rating, 4.7 out of 5 stars
519 reviews
Beginner · Course · 1 - 3 Months
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
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
Status: Free Trial
SAS
Data Literacy: Exploring and Visualizing Data
Skills you'll gain: Exploratory Data Analysis, Data Visualization, Data Literacy, Data Presentation, Data-Driven Decision-Making, SAS (Software), Trend Analysis, Data Manipulation, Data Analysis, Data Quality, Data Cleansing, Interactive Data Visualization, Technical Communication, Time Series Analysis and Forecasting, Data Ethics, Data Visualization Software, Research, Business Analytics, Analytical Skills, Business Reporting
4.7
Rating, 4.7 out of 5 stars
1K reviews
Beginner · Specialization · 1 - 3 Months
Status: Free Trial
Google
Analitik Data Google
Skills you'll gain: Data Presentation, Rmarkdown, Data Cleansing, Data Storytelling, Data Visualization, Data Ethics, Data Literacy, Data Validation, Spreadsheet Software, Interactive Data Visualization, Tableau Software, Ggplot2, Analytical Skills, Data Visualization Software, Data-Driven Decision-Making, Dashboard, Data Analysis, Stakeholder Management, Data Integrity, Data Collection
4.9
Rating, 4.9 out of 5 stars
2.3K reviews
Beginner · Professional Certificate · 3 - 6 Months
Status: Free Trial
Institute for the Future
Simulation Skills: This is Your Brain on the Future
Skills you'll gain: Visionary, Strategic Thinking, Creative Thinking, Simulations, Virtual Reality, Empathy, Personal Development, Innovation, Adaptability, Self-Awareness, Decision Making, Storytelling
4.8
Rating, 4.8 out of 5 stars
416 reviews
Beginner · Course · 1 - 4 Weeks
Wesleyan University
Career Decisions: From Insight to Impact
Skills you'll gain: Decision Making, Professional Development, Self-Awareness, Personal Development, Creative Thinking, Human Centered Design, Strategic Thinking, Psychology, Relationship Building, Social Sciences, Cultural Diversity, Dealing With Ambiguity, Adaptability, Communication
4.7
Rating, 4.7 out of 5 stars
378 reviews
Beginner · Course · 1 - 4 Weeks
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
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