Udemy – Building an End-to-End Healthcare Operational Analytics

In this hands-on course, you will learn Microsoft Fabric by building a complete healthcare analytics project focused on patient flow, admissions and discharges, bed occupancy, resource utilization, and readmission analysis.

Using a practical project-based approach, you will design and implement a modern Medallion Architecture with Bronze, Silver, and Gold layers in a Delta Lakehouse, generate and model healthcare data, build dimension and fact tables, and create interactive dashboards for operational reporting.

This course is ideal for learners who want more than theory. You will see how a real analytics use case is structured from raw data ingestion all the way to final reporting and insights.

In this course, you will:

• Build a healthcare operational analytics POC in Microsoft Fabric
• Design Bronze, Silver, and Gold layers in a Delta Lakehouse
• Generate synthetic healthcare datasets for admissions, discharges, bed allocation, and resources
• Implement SCD Type 2 for patient history tracking
• Create dimensional models and a patient-level fact table
• Calculate important KPIs such as:
  • total admissions and discharges
  • average length of stay
  • readmission rate and readmission gap
  • bed occupancy rate
  • resource utilization