Welcome! This page is the starting point for my Power BI and healthcare analytics study notes.
As I continue learning, I am organizing concepts in a simple and practical way, connecting technical topics with real healthcare business questions and everyday analytics scenarios. My goal is not to create a formal textbook, but to build a personal knowledge base that helps me understand and remember what I learn.
In this section, I’ll be exploring topics such as:
- Machine Learning Basics
- Classification vs. Regression
- Linear Regression
- Data Modeling and Star Schema Design
- Power Query and Data Transformation
- DAX Basics and Common Calculations
- Healthcare Dashboards and Data Visualization
- Risk Adjustment, Quality Reporting, and Population Health Analytics
I find that the best way to learn is to connect new concepts with practical healthcare examples. Whether the topic is SQL, Power BI, or machine learning, I try to start with a simple question:
“What business or healthcare problem are we trying to solve?”
As I continue studying and building projects, I’ll add new notes, examples, and lessons learned here.
🌱 Continue Learning
- Machine Learning Basics for Healthcare Analytics
- Classification vs. Regression: A Healthcare Perspective
- Understanding Linear Regression (Study Notes)
This is a living collection of study notes that will continue to grow as I learn and explore healthcare analytics.