Human Capital Analytics Github

Human Capital Analytics Github This project applies advanced analytics and machine learning techniques to identify the key drivers of employee turnover and develop targeted retention strategies. Explore the dynamics of human resources through insightful analytics in my hr analytics project. this project is about hr metrics, providing valuable insights to optimize workforce management and enhance organizational performance.

Github Mathachew7 Human Capital Analytics A Human Capital Analytics Explore 9 hr datasets to practice people analytics, build dashboards, and test insights using safe sample data. In this hr analytics problem, we try to understand what causes the employees of a big company to leave prematurely, and come up with predictive models that predict which employees will leave next. Human capital analytics project in r to analyze and predict employee turnover. includes data preprocessing, descriptive insights, predictive models (logistic regression, decision tree, naïve bayes), and k means clustering to identify retention drivers and employee segments. Download from github! the dataset includes information about employees in the company. it contains various attributes such as the employee's age, gender, job role, education, department, and marital status.

Github Ryankarlos Human Resource Analytics Predicting If The Best Human capital analytics project in r to analyze and predict employee turnover. includes data preprocessing, descriptive insights, predictive models (logistic regression, decision tree, naïve bayes), and k means clustering to identify retention drivers and employee segments. Download from github! the dataset includes information about employees in the company. it contains various attributes such as the employee's age, gender, job role, education, department, and marital status. A full stack hr analytics web application that predicts employee attrition using machine learning and provides interactive workforce insights through a dashboard. By leveraging hr data and utilizing power bi, the project aims to provide valuable insights to hr professionals, enabling them to make informed decisions and implement targeted strategies to reduce attrition rates. With this dataset, the project aims to delve into hr analytics, leveraging power bi to visualize trends, uncover insights, and derive actionable recommendations for optimizing human capital management strategies within the organization. © 2025 github, inc. terms privacy security status docs contact manage cookies do not share my personal information.