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 Illinois Urbana-Champaign
Financial Analysis - Skills for Success
Skills you'll gain: Financial Statements, Financial Statement Analysis, Financial Forecasting, Financial Accounting, Variance Analysis, Financial Analysis, Income Statement, Balance Sheet, Performance Measurement, Management Accounting, Return On Investment, Revenue Forecasting, Cash Flow Forecasting, Financial Management, Cost Management, Financial Data, Budgeting, Finance, Accounting, Business Valuation
4.7
Rating, 4.7 out of 5 stars
421 reviews
Beginner · Specialization · 1 - 3 Months
Status: Free Trial
Meta
Introduction to Data Analytics
Skills you'll gain: Data Storytelling, Business Metrics, Key Performance Indicators (KPIs), Data Cleansing, Data Modeling, Analytics, Data Analysis, Data Visualization, Data Validation, Exploratory Data Analysis, Data Quality, Data Manipulation, Generative AI, Data Collection
4.8
Rating, 4.8 out of 5 stars
854 reviews
Beginner · Course · 1 - 3 Months
The University of North Carolina at Chapel Hill
Research Data Management and Sharing
Skills you'll gain: Data Sharing, Data Management, File Management, Data Storage, Information Management, Data Strategy, Metadata Management, Data Governance, Document Management, Data Literacy, Data Quality, Data Integrity, Data Security, Version Control
4.7
Rating, 4.7 out of 5 stars
720 reviews
Mixed · Course · 1 - 3 Months
Status: Free Trial
University of Colorado System
Business Intelligence Concepts, Tools, and Applications
Skills you'll gain: Decision Support Systems, Business Intelligence, Data Warehousing, Business Process Management, Data Visualization Software, Performance Measurement, Business Analytics, MicroStrategy, Dashboard, Descriptive Analytics, Key Performance Indicators (KPIs), Analytics, Data-Driven Decision-Making, Competitive Intelligence, Business Reporting
4.5
Rating, 4.5 out of 5 stars
640 reviews
Mixed · Course · 1 - 3 Months
Status: Free Trial
Dartmouth College
Strategic Leadership: Impact, Change, and Decision-Making
Skills you'll gain: Decision Making, Creativity, Talent Management, Communication, Innovation, Strategic Decision-Making, Personal Development, Curiosity, Professional Networking, Collaboration, Organizational Effectiveness, Team Motivation, Self-Awareness, Crisis Management, Strategic Leadership, Business Leadership, Leadership, Emotional Intelligence, Organizational Leadership, Critical Thinking
4.8
Rating, 4.8 out of 5 stars
613 reviews
Beginner · Specialization · 3 - 6 Months
Status: Free Trial
Google
Google Advanced Data Analytics Capstone
Skills you'll gain: Regression Analysis, Data Visualization, Statistical Analysis, Advanced Analytics, Data Analysis, Business Analytics, Data-Driven Decision-Making, Predictive Modeling, Machine Learning Methods, Interviewing Skills, Portfolio Management
4.9
Rating, 4.9 out of 5 stars
1.2K reviews
Advanced · Course · 1 - 4 Weeks
Status: Free Trial
University of Pennsylvania
AI Applications in Marketing and Finance
Skills you'll gain: AI Personalization, Big Data, Credit Risk, Risk Management, Personalized Service, Digital Transformation, Business Risk Management, Customer Insights, Machine Learning, Marketing Analytics, Data Mining, Customer Engagement, Risk Analysis, Advanced Analytics, Data-Driven Decision-Making, Anomaly Detection, MarTech, Financial Data, Consumer Behaviour, Customer experience improvement
4.6
Rating, 4.6 out of 5 stars
408 reviews
Mixed · Course · 1 - 4 Weeks
Pontificia Universidad Católica de Chile
Gestión de organizaciones efectivas
Skills you'll gain: Organizational Change, Organizational Structure, Organizational Strategy, Change Management, Business Strategy, Organizational Effectiveness, Strategic Decision-Making, Innovation, Knowledge Transfer, Leadership, Influencing
4.8
Rating, 4.8 out of 5 stars
2.4K reviews
Mixed · Course · 1 - 3 Months
Status: Free Trial
University of Virginia
Advanced Business Strategy
Skills you'll gain: Business Strategy, Business Ethics, Corporate Strategy, Competitive Analysis, Strategic Thinking, Stakeholder Management, Innovation, Strategic Planning, International Finance, Business Development, Stakeholder Engagement, Growth Strategies, Strategic Decision-Making, Market Dynamics, Market Opportunities
4.8
Rating, 4.8 out of 5 stars
1.1K reviews
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
Duke University
MLOps | Machine Learning Operations
Skills you'll gain: MLOps (Machine Learning Operations), Pandas (Python Package), AWS SageMaker, NumPy, Microsoft Azure, Data Ethics, Application Deployment, Data Manipulation, Exploratory Data Analysis, Containerization, Data Pipelines, CI/CD, Software Testing, Data Import/Export, Amazon Web Services, Feature Engineering, Cloud Solutions, Artificial Intelligence and Machine Learning (AI/ML), Docker (Software), Rust (Programming Language)
4.2
Rating, 4.2 out of 5 stars
462 reviews
Advanced · Specialization · 3 - 6 Months
Universidad Nacional Autónoma de México
Estadística y probabilidad
Skills you'll gain: Descriptive Statistics, Data Analysis, Correlation Analysis, Statistical Analysis, Data Presentation, Statistical Visualization, Probability, Histogram, Data-Driven Decision-Making, Regression Analysis, Probability Distribution, Box Plots, Graphing, Scatter Plots
4.6
Rating, 4.6 out of 5 stars
1.7K reviews
Beginner · Course · 1 - 4 Weeks
Universidad Nacional Autónoma de México
Pensamiento científico
Skills you'll gain: Scientific Methods, Science and Research, Creative Thinking, Research, Critical Thinking, Independent Thinking, Curiosity, Social Sciences, Decision Making, Analysis, Dealing With Ambiguity, Cultural Diversity, World History
4.8
Rating, 4.8 out of 5 stars
2K reviews
Mixed · Course · 1 - 3 Months