Intro In the realm of HR Analytics, understanding the patterns and factors influencing employee income is crucial for informed decision-making. This project dives into a detailed exploration of income within an HR dataset, employing various data science techniques and visualizations to extract valuable insights. My primary focus is the influence of employee demographics, job satisfaction, …
Intro to People Analytics People Analytics, a data-driven approach to understanding human behavior within organizations, plays a pivotal role in aiding HR professionals and decision-makers. By leveraging statistical methods and data exploration, this People Analytics project aims to uncover patterns and influential factors contributing to employee attrition. The focus is on utilizing machine learning techniques, …
I wanted to explore a survey dataset and also use a few ensemble machine learning models. I found a Kaggle dataset on market research survey which is a demographic survey that focuses on customers preferences regarding the computer brands Acer and Sony. The demographics included salary, age, education, car model, zipcode, and credit. Note: there is a …