This series documents the complete process of building a healthcare analytics dashboard using Excel, SQL Server, and Power BI. As I continue learning and building this project, I’ll update each step—from preparing the data to creating dashboards and presenting business insights.
Simple Comparison: Concept In KNIME In Python (what we’ll do) Data Loading CSV Reader node pd.read_csv() Target Column You set
Key K-Means Clustering Concepts with Healthcare Examples Healthcare Interpretation Distance: How similar a patient is to a patient group. Centroid: The average
Today I spent time reviewing introductory machine learning concepts, working through practice questions, and trying to understand the reasoning behind
Why Learn This? After learning the basics of decision trees, I wanted to understand how a machine learning workflow is
Why I Am Learning KNIME In this workflow, I learned that each KNIME node performs one specific step in the
As I continue learning Power BI and healthcare analytics, I have been exploring different machine learning models. One concept that
As I continue learning Power BI and healthcare analytics, I wanted to better understand the mathematics behind linear regression. Rather
As I continue learning Power BI and healthcare analytics, one topic that has especially interested me is linear regression using
Linear regression is one of the most common and easiest machine learning models to understand. It belongs to the regression