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

University of Minnesota
Analytics Project Ideation
Skills you'll gain: Predictive Modeling, Project Planning, Experimentation, Predictive Analytics, Exploratory Data Analysis, Project Design, Business Planning, Advanced Analytics, Sprint Planning, Research Design, A/B Testing, Data Mining, Needs Assessment, Staff Management, Ideation, Business Analytics, Applied Machine Learning, Design Thinking, Data Analysis, Business Research
Beginner · Specialization · 3 - 6 Months
Google Cloud
Üretken Yapay Zeka’ya Giriş
Skills you'll gain: Generative AI, Data Ethics, Artificial Intelligence, Business Ethics, Compliance Training, Business Priorities, Accountability, Organizational Strategy, Regulatory Compliance, Solution Design, Application Development, Google Cloud Platform, Ethical Standards And Conduct, Governance, Artificial Intelligence and Machine Learning (AI/ML), Decision Making, Performance Tuning, Natural Language Processing, Stakeholder Engagement, Machine Learning Methods
Intermediate · Specialization · 1 - 3 Months
Board Infinity
API Integration - End to End Web Development
Skills you'll gain: Application Programming Interface (API), API Design, GraphQL, Restful API, Postman API Platform, OAuth, Software Documentation, Authentications, Systems Integration, Real Time Data, Secure Coding, JSON, Debugging, Performance Tuning, Version Control
Intermediate · Course · 1 - 4 Weeks
Universidad de Palermo
Data Science & Inteligencia Artificial aplicados a negocios
Skills you'll gain: Data Ethics, Predictive Modeling, Business Intelligence, Business Transformation, Data-Driven Decision-Making, Business Leadership, Data Science, Business Ethics, Business Analytics, Advanced Analytics, Organizational Change, Image Analysis, Innovation, Data Analysis, Strategic Leadership, Artificial Intelligence, Natural Language Processing, Strategic Decision-Making, Machine Learning, Computer Vision
Beginner · Course · 1 - 4 Weeks
Status: Free
Rutgers the State University of New Jersey
공급망 관리 전략 세우기
Skills you'll gain: Strategic Sourcing, Supply Chain Management, Supply Chain Planning, Demand Planning, Procurement, Supplier Relationship Management, Operational Efficiency, Logistics, Inventory Management System, Vendor Management, Presentations, Process Analysis, Forecasting, Decision Making
Mixed · Course · 1 - 3 Months
Google Cloud
Explore SAP Data Foundation using Looker Dashboards
Skills you'll gain: Looker (Software), Order Fulfillment, Customer Analysis, Business Analytics, Data-Driven Decision-Making, Business Intelligence, Google Cloud Platform, Dashboard, Data Visualization, Data Analysis, Sales, SAP Applications
Beginner · Project · Less Than 2 Hours
Google Cloud
Continuous Delivery Pipelines with Spinnaker and Kubernetes Engine
Skills you'll gain: Continuous Deployment, Application Deployment, CI/CD, Kubernetes, Version Control, Git (Version Control System), Containerization, Google Cloud Platform
Advanced · Project · Less Than 2 Hours
Corporate Finance Institute
Classification - Fundamentals & Practical Applications
Skills you'll gain: Machine Learning Algorithms, Predictive Modeling, Applied Machine Learning, Supervised Learning, Analytics, Data Analysis, Business Metrics, Advanced Analytics, Regression Analysis, Predictive Analytics, Machine Learning, Scikit Learn (Machine Learning Library), Algorithms, Performance Metric, Exploratory Data Analysis
Advanced · Course · 1 - 3 Months
Status: Free
Macquarie University
전략적 경영으로 경쟁우위 선점하기
Skills you'll gain: Business Strategy, Strategic Thinking, Growth Strategies, Competitive Analysis, Strategic Marketing, Strategic Planning, Value Propositions, Organizational Strategy, Business Planning, Market Analysis, Strategic Decision-Making, Market Opportunities, Innovation, Analysis
Beginner · Course · 1 - 3 Months
Status: Free
University of Virginia
디지털 전환
Skills you'll gain: Digital Transformation, Business Transformation, Technology Strategies, Design Thinking, Product Lifecycle Management, Business Process Reengineering, Market Dynamics, Competitive Analysis, Business Economics, Emerging Technologies, Technology Roadmaps, Innovation, Data-Driven Decision-Making
Beginner · Course · 1 - 4 Weeks
Packt
Risk Response and Reporting Effectively
Skills you'll gain: Risk Control, Compliance Reporting, Risk Management, Risk Management Framework, Risk Mitigation, Threat Management, Operational Risk, Business Risk Management, Risk Analysis, Management Reporting, Enterprise Risk Management (ERM), Security Controls, Continuous Monitoring, Security Testing, Key Performance Indicators (KPIs), Stakeholder Communications
Intermediate · Course · 1 - 4 Weeks
Packt
Unity Android Game Development — Build Seven 2D and 3D Games
Skills you'll gain: Version Control, GitHub, Bitbucket, Git (Version Control System), Android Development, C# (Programming Language), Mobile Development, Scripting, User Interface (UI), User Interface (UI) Design, Computer Graphics, Application Development, Visualization (Computer Graphics), Cross Platform Development, Computer Programming, Program Development, Graphics Software, Graphical Tools, Development Environment, Software Installation
Beginner · Specialization · 3 - 6 Months