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Prepare HR Workforce Dataset for Analysis
Business Scenario
Welcome!
This project focuses on preparing and transforming the HR Workforce dataset to build an end-to-end interactive Power BI dashboard that delivers actionable workforce insights.
Pre-Lab Preparation
Topic : Modelling Data in Power BI
1) Import HR dataset
2) Clean missing values
3) Merge HR datasets
4) Append multiple datasets
Task 1: Import HR Dataset
The objective is to enable HR leaders and management teams to monitor employee trends, workforce distribution, attrition patterns, hiring performance, and organizational growth through advanced analytics and dynamic reporting.
The project includes comprehensive data preparation, modeling, and advanced DAX measure development to support strategic HR decision-making.
We have already imported in PB5 lab
git pull origin branchNameGit Pull
Task 2: Clean Missing Values
1
Open Power query editor
Home tab—> transform data–→ transform data
2
View tab—>Column preview —> Check all checkboxes, Analyse which column need cleaning an transformation
Great job!
You have successfully completed building data relation for analytical model lab
Checkpoint
Next-Lab Preparation
Git Push
git push origin branchNameTopic : Mastering DAX for Data Analysis
1) Introduction to DAX
2) Difference Between M Query and DAX Query
3) DAX Data Types ,DAX Operators
4) DAX Measures and Calculations ,
5) Aggregation functions
6) Text Functions
7) Date and Time Function, Time Intelligence
8)Filter Function (ROW Context and Filter Context)
9) Most Versatile DAX Function:-CALCULATE DAX
10) IF and Switch in DAX
By Content ITV