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

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, Cloud Computing, Data Migration, Business Intelligence, Data-Driven Decision-Making, Database Management
Beginner · Course · 1 - 3 Months
Google Cloud
Developing a Google SRE Culture - 日本語版
Skills you'll gain: Site Reliability Engineering, Safety Culture, Culture Transformation, Continuous Delivery, DevOps, Service Level, Agile Software Development, Continuous Integration, Performance Measurement, System Monitoring, Performance Metric, Change Management, Design Thinking, Automation, Data-Driven Decision-Making, Prototyping
Beginner · Course · 1 - 3 Months
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, Advertising Campaigns, Real Time Data, Predictive Modeling, Applied Machine Learning, Marketing Strategies, Forecasting
Beginner · Course · 1 - 4 Weeks
Indian School of Business
Certificate in Strategic Leadership
Skills you'll gain: Business Strategy, Crisis Management, Strategic Leadership, Professional Development, Business Leadership, Growth Strategies, Business Modeling, Leadership Development, Leadership, Leadership and Management, Competitive Analysis, Stakeholder Communications, Team Leadership, Business Ethics, Strategic Decision-Making, Business Development, Value Propositions, Market Analysis, Market Dynamics, Mergers & Acquisitions
University Certificate · 6 - 12 Months
Google Cloud
Geliştiriciler için Sorumlu Yapay Zeka: Yorumlanabilirlik ve Şeffaflık
Skills you'll gain: Data Ethics, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, MLOps (Machine Learning Operations), Data-Driven Decision-Making, Applied Machine Learning, Machine Learning, Software Documentation
Intermediate · Course · 1 - 4 Weeks
Status: Free
Coursera Instructor Network
GenAI for Fraud Analysts: Improving Detection Efficiency
Skills you'll gain: Anomaly Detection, Data Visualization, Generative AI, Risk Management, Data-Driven Decision-Making, ChatGPT, Data Synthesis, Compliance Management, Regulatory Compliance, Threat Detection, Data Pipelines, Automation, Predictive Analytics, Artificial Intelligence
Intermediate · Course · 1 - 4 Weeks
University of Leeds
Master of Science in Data Science (Statistics)
Skills you'll gain: Data Storytelling, Statistical Hypothesis Testing, Data Presentation, Statistical Machine Learning, Statistical Methods, Data Ethics, Classification And Regression Tree (CART), Data Visualization, Statistical Modeling, Applied Machine Learning, Machine Learning Methods, Data Analysis, Supervised Learning, Verbal Communication Skills, Exploratory Data Analysis, Decision Tree Learning, R Programming, Artificial Intelligence, Linear Algebra, Mathematical Theory & Analysis
Earn a degree
Degree · 1 - 4 Years
DeepLearning.AI
DeepLearning.AI Data Analytics
Beginner · Professional Certificate · 3 - 6 Months
University of Illinois at Urbana-Champaign
Graduate Certificate in Accounting Data Analytics
Skills you'll gain: Data Visualization, Data Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Marketing, Risk Management, Machine Learning Algorithms, Business Strategy, Extract, Transform, Load, Financial Auditing, Descriptive Statistics, Process Improvement, Marketing Analytics, Financial Market, Strategic Decision-Making, Corporate Tax, Global Marketing
Credit offered
Graduate Certificate · 6 - 12 Months
University of Illinois at Urbana-Champaign
Master of Science in Management
Skills you'll gain: Data Visualization, Data Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Marketing, Risk Management, Machine Learning Algorithms, Business Strategy, Extract, Transform, Load, Financial Auditing, Descriptive Statistics, Process Improvement, Marketing Analytics, Financial Market, Strategic Decision-Making, Corporate Tax, Global Marketing
Earn a degree
Degree · 1 - 4 Years
University of Colorado Boulder
Master of Engineering in Engineering Management
Skills you'll gain: Object Oriented Design, User Story, Model Based Systems Engineering, New Product Development, Field-Programmable Gate Array (FPGA), Data Mining, Strategic Decision-Making, Delegation Skills, Unsupervised Learning, Failure Analysis, Sampling (Statistics), Diversity Equity and Inclusion Initiatives, Supplier Management, Sustainability Reporting, Data Ethics, Statistical Modeling, Database Design, Generative AI, Process Capability, Engineering Management
Earn a degree
Degree · 1 - 4 Years
University of Colorado Boulder
Master of Science in Data Science
Skills you'll gain: Object Oriented Design, User Story, Model Based Systems Engineering, New Product Development, Field-Programmable Gate Array (FPGA), Data Mining, Strategic Decision-Making, Delegation Skills, Unsupervised Learning, Failure Analysis, Sampling (Statistics), Diversity Equity and Inclusion Initiatives, Supplier Management, Sustainability Reporting, Data Ethics, Statistical Modeling, Database Design, Generative AI, Process Capability, Engineering Management
Earn a degree
Degree · 1 - 4 Years