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: New
Status: Free Trial
University of Colorado System
Cultural Agility for Teamwork
Skills you'll gain: Intercultural Competence, Teamwork, Personal Development, Cultural Sensitivity, Adaptability, Cultural Diversity, Cultural Responsiveness, Collaboration, Empathy, Professional Development, Cognitive flexibility, Resilience, Dealing With Ambiguity, Relationship Building, Self-Awareness, Curiosity
Beginner · Course · 1 - 4 Weeks
Status: New
University of Illinois Urbana-Champaign
Healthcare Innovation: Need/Opportunity Identification
Skills you'll gain: Needs Assessment, Stakeholder Engagement, Innovation, Market Opportunities, Health Policy, Strategic Decision-Making, User Research, Stakeholder Communications, Organizational Strategy, Healthcare Industry Knowledge, Health Technology, Feasibility Studies, Prioritization, Complex Problem Solving, Root Cause Analysis, Return On Investment
Beginner · Course · 1 - 4 Weeks
Status: New
Status: Free Trial
Packt
Advanced CSS & Responsive Web Design
Skills you'll gain: Responsive Web Design, HTML and CSS, Web Content Accessibility Guidelines, Cascading Style Sheets (CSS), Web Design, Version Control, GitHub, Front-End Web Development, Mobile Development, Web Development, Typography
Intermediate · Course · 1 - 3 Months
Google Cloud
Responsible AI: Applying AI Principles with GC - Indonesia
Skills you'll gain: Data Ethics, Artificial Intelligence, Business Ethics, Ethical Standards And Conduct, Governance, Data Governance, Regulatory Compliance, Google Cloud Platform, Compliance Management, Accountability, Decision Making, Problem Management, Stakeholder Management
Beginner · Course · 1 - 3 Months
Status: New
Status: Free Trial
Packt
Terraform Cloud - Automation, Workspaces, and Integration
Skills you'll gain: Terraform, Amazon Web Services, Infrastructure as Code (IaC), Continuous Deployment, Cloud Management, AWS Identity and Access Management (IAM), Cloud Infrastructure, GitHub, OAuth, Version Control
Beginner · Course · 1 - 3 Months
Status: Free Trial
Google Cloud
Exploring Data Transformation with Google Cloud - Português Brasileiro
Skills you'll gain: Digital Transformation, Data Warehousing, Google Cloud Platform, Data Governance, Looker (Software), Data Transformation, Data Management, Cloud Storage, Big Data, Real Time Data, Data Migration, Business Intelligence, Data-Driven Decision-Making, Data Pipelines
Beginner · Course · 1 - 3 Months
Status: New
Packt
Introduction to Website Development Technologies
Skills you'll gain: Hypertext Markup Language (HTML), Web Development, Bootstrap (Front-End Framework), Development Environment, Responsive Web Design, Version Control, GitHub, Cascading Style Sheets (CSS), Web Design, Front-End Web Development, Application Deployment, Javascript, Integrated Development Environments, Web Development Tools, Cloud Hosting
Beginner · Course · 1 - 3 Months
University of Maryland, College Park
Digital Marketing 2
Skills you'll gain: Pay Per Click Advertising, Marketing Analytics, Search Engine Optimization, Analytics, Big Data, Google Analytics, Digital Marketing, Search Engine Marketing, Paid media, Web Analytics, Web Analytics and SEO, Online Advertising, Digital Advertising, Marketing Effectiveness, A/B Testing, Applied Machine Learning, Marketing Automation, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML)
Intermediate · Course · 1 - 4 Weeks
Status: New
Packt
Introduction to Programming with C#12 and .NET8
Skills you'll gain: GitHub, Version Control, Object Oriented Programming (OOP), Debugging, Development Environment, C# (Programming Language), Microsoft Visual Studio, Microsoft Development Tools, Computer Programming, Programming Principles, Integrated Development Environments, .NET Framework, Data Structures
Beginner · Course · 3 - 6 Months
Status: New
Coursera Instructor Network
Data and Machine Learning for Technical Product Managers
Skills you'll gain: Technical Communication, Technical Product Management, Workflow Management, Performance Metric, Data Analysis, Agile Methodology, Project Management, Stakeholder Communications, Communication, Data-Driven Decision-Making, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Large Language Modeling, R Programming
Intermediate · Course · 1 - 4 Weeks
Status: New
Simplilearn
Ethics of Generative AI
Skills you'll gain: Data Ethics, General Data Protection Regulation (GDPR), Ethical Standards And Conduct, Generative AI, Business Ethics, Information Privacy, Personally Identifiable Information, Regulatory Compliance, Healthcare Ethics, Compliance Management, Artificial Intelligence, Data Security, Regulatory Requirements, Regulatory Affairs, Data-Driven Decision-Making, Accountability, Social Sciences
Beginner · Course · 1 - 4 Weeks
Google Cloud
Gemini for Data Scientists and Analysts - Deutsch
Skills you'll gain: Google Cloud Platform, Customer Analysis, Generative AI, Marketing Analytics, Big Data, Analytics, Advanced Analytics, Customer Insights, Data-Driven Decision-Making, Data Analysis, Predictive Modeling, Applied Machine Learning, Marketing Strategies, Forecasting
Beginner · Course · 1 - 4 Weeks