Introduction to the DBScan algorithm
In this example, we are going to learn how to use DBScan. DBScan is a clustering algorithm used to find patterns. We are going to use it to analyze SQL Server data and find patterns about customers. In this tutorial, we will create Python code and connect to SQL Server, and analyze data.
Requirements for the DBScan SQL Server and SSMS installed. Visual Studio Code or another Python code editor of your preference. The AdventureworksDW2022 database installed. PyODBC library (pip install pyodbc) Pandas’ library (pip install pandas) Scikit-learn library (pip install scikit-learn) Matplotlib library