SQL Final Review #1: Patient and Diagnosis Tables
This SQL practice note uses a simple healthcare example with two tables: Patients and Diagnoses. The goal is to review […]
1. Healthcare Knowledge Base, 3. SQL for Healthcare Analytics
1. Healthcare Knowledge Base, 2. 📊 Power BI for Healthcare Analytics
My Machine Learning Study Notes: Understanding the Ideas Instead of Memorizing Formulas
Today I spent time reviewing introductory machine learning concepts, working through practice questions, and trying to understand the reasoning behind
1. Healthcare Knowledge Base, 2. 📊 Power BI for Healthcare Analytics
KNIME Decision Tree Workflow: Step by Step
Why Learn This? After learning the basics of decision trees, I wanted to understand how a machine learning workflow is
1. Healthcare Knowledge Base, 2. 📊 Power BI for Healthcare Analytics
KNIME Workflow Steps and What Each Node Does
Why I Am Learning KNIME In this workflow, I learned that each KNIME node performs one specific step in the
1. Healthcare Knowledge Base, 2. 📊 Power BI for Healthcare Analytics
Understanding Decision Trees
As I continue learning Power BI and healthcare analytics, I have been exploring different machine learning models. One concept that
1. Healthcare Knowledge Base, 2. 📊 Power BI for Healthcare Analytics, Uncategorized
Understanding Linear Regression Calculations (Study Notes)
As I continue learning Power BI and healthcare analytics, I wanted to better understand the mathematics behind linear regression. Rather
1. Healthcare Knowledge Base, 2. 📊 Power BI for Healthcare Analytics
Understanding Linear Regression with Python (Study Notes)
As I continue learning Power BI and healthcare analytics, one topic that has especially interested me is linear regression using
1. HCC & Risk Adjustment, 1. Healthcare Knowledge Base
The 100% V28 Transition: What Healthcare Data Analysts Need to Know
Body Text:As the multi-year phase-in officially wraps up, 100% of Medicare Advantage risk-adjusted payments are now calculated using the rebuilt,
1. Healthcare Knowledge Base, 2. 📊 Power BI for Healthcare Analytics
Understanding Linear Regression (Study Notes)
Linear regression is one of the most common and easiest machine learning models to understand. It belongs to the regression
1. Healthcare Knowledge Base, 2. 📊 Power BI for Healthcare Analytics, Uncategorized
Classification vs. Regression: A Healthcare Perspective
One of the first concepts in machine learning is understanding the difference between classification and regression. Although both use data