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

Coursera Project Network
Interpretable Machine Learning Applications: Part 1
Skills you'll gain: Feature Engineering, Classification And Regression Tree (CART), Decision Tree Learning, Applied Machine Learning, Random Forest Algorithm, Predictive Modeling, Data Import/Export, Data Analysis, Machine Learning, Data-Driven Decision-Making, Regression Analysis
4.4
Rating, 4.4 out of 5 stars
52 reviews
Beginner · Guided Project · Less Than 2 Hours
Status: Free Trial
University of Minnesota
Simulation Models for Decision Making
Skills you'll gain: Simulations, Probability Distribution, Probability, Statistics, Business Mathematics, Microsoft Excel, Operations Research, Complex Problem Solving, Business Modeling, Risk Modeling, Financial Modeling, Data Modeling, Strategic Thinking, Analysis, Statistical Analysis
4.5
Rating, 4.5 out of 5 stars
55 reviews
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
ESSEC Business School
Demand management: Breaking down today’s commercial silos
Skills you'll gain: Revenue Management, Hospitality Management, Digital Marketing, Data-Driven Decision-Making, Demand Generation, Hotel Operations, Asset Management, Marketing, Customer Demand Planning, Forecasting, Business Valuation, Return On Investment
4.8
Rating, 4.8 out of 5 stars
362 reviews
Mixed · Course · 1 - 4 Weeks
Status: Free Trial
Corporate Finance Institute
Data Skills for Excel Professionals
Skills you'll gain: Dashboard, Microsoft Excel, Pivot Tables And Charts, Star Schema, Spreadsheet Software, Data Transformation, Data Analysis Expressions (DAX), Data Storytelling, Data Analysis, Excel Formulas, Exploratory Data Analysis, Extract, Transform, Load, Data Visualization Software, Data Presentation, Data Modeling, Business Intelligence, Competitive Analysis, Data Manipulation, Data Cleansing, Data Integration
4.8
Rating, 4.8 out of 5 stars
104 reviews
Beginner · Specialization · 3 - 6 Months
Status: Free Trial
University of Illinois Urbana-Champaign
Digital Marketing Capstone
Skills you'll gain: Keyword Research, Email Marketing, Digital Marketing, Marketing Analytics, Online Advertising, Performance Analysis, Consumer Behaviour, Marketing Strategies, Key Performance Indicators (KPIs), Web Analytics and SEO, Search Engine Optimization, Web Content, Customer Analysis, Advertising Campaigns
4.5
Rating, 4.5 out of 5 stars
600 reviews
Beginner · Course · 1 - 3 Months
National Taiwan University
Operations Research (2): Optimization Algorithms
Skills you'll gain: Operations Research, Linear Algebra, Numerical Analysis, Applied Mathematics, Algorithms, Process Optimization, Engineering Calculations, Program Implementation, Mathematical Software, Computational Thinking, Operational Analysis, Mathematical Modeling, Decision Making, Calculus
4.8
Rating, 4.8 out of 5 stars
150 reviews
Intermediate · Course · 1 - 3 Months
Status: Free Trial
Deep Teaching Solutions
Critical Thinking for Better Decisions in the ChatGPT Era
Skills you'll gain: Critical Thinking, Cognitive flexibility, Decision Making, Emotional Intelligence, ChatGPT, Strategic Thinking, Systems Thinking
4.7
Rating, 4.7 out of 5 stars
64 reviews
Beginner · Course · 1 - 4 Weeks
University of North Texas
Research Design: Inquiry and Discovery
Skills you'll gain: Research Design, Research, Research Methodologies, Surveys, Qualitative Research, Scientific Methods, Business Research, Data Collection, Analysis, Ethical Standards And Conduct, Decision Making, Probability & Statistics
4.7
Rating, 4.7 out of 5 stars
407 reviews
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
Columbia University
The Construction Industry: The Way Forward
Skills you'll gain: Construction, Business Transformation, Innovation, Architecture and Construction, Construction Management, Workforce Development, Civil Engineering, Emerging Technologies, Digital Transformation, Thought Leadership, Building Information Modeling, Automation, Data-Driven Decision-Making, Sustainability Reporting, Machine Learning
4.8
Rating, 4.8 out of 5 stars
364 reviews
Beginner · Course · 1 - 3 Months
Status: Free Trial
University of Colorado Boulder
Data Mining Foundations and Practice
Skills you'll gain: Data Mining, Unsupervised Learning, Data Warehousing, Data Pipelines, Data Processing, Data Integration, Data Modeling, Data Science, Data Cleansing, Big Data, Supervised Learning, Data Transformation, Machine Learning Methods, Text Mining, Data Quality, Classification And Regression Tree (CART), Unstructured Data, Data Analysis, Data Presentation, Analytical Skills
Build toward a degree
4.1
Rating, 4.1 out of 5 stars
134 reviews
Intermediate · Specialization · 1 - 3 Months
Indian Institute for Human Settlements
The Art and Science of Economic Policy
Skills you'll gain: Policy Development, Economics, Policy, and Social Studies, Public Policies, Policy Analysis, Behavioral Economics, Economics, Market Dynamics, Competitive Analysis, Governance, Program Implementation, Decision Making, Resource Allocation
4.7
Rating, 4.7 out of 5 stars
111 reviews
Beginner · Course · 1 - 3 Months
SAS
Statistical Thinking for Industrial Problem Solving, presented by JMP
Skills you'll gain: Exploratory Data Analysis, Data Compilation, Correlation Analysis, Data Collection, Statistical Inference, Statistical Methods, Statistical Modeling, Predictive Modeling, Data Analysis, Data-Driven Decision-Making, Regression Analysis, Statistical Analysis, Probability & Statistics, Statistical Visualization
4.9
Rating, 4.9 out of 5 stars
92 reviews
Beginner · Course · 1 - 3 Months