People Analytics Data Warehouse with dbt, DuckDB, semantic layers, and HR KPI marts

Using sklearn, we encoded a set of algorithms to preprocess and create classifiers to predict turnover.

This is a Machine Learning model developed with "Decision Trees Algorithm" and "Random Forest Algorithm" to predict the turnover of HDFC bank with a given dataset of the previous turnovers and features.