Employee Attrition Prediction Using Machine Learning

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En este proyecto guiado, tú:
2 hours
Principiante
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Video de pantalla dividida
Inglés (English)
Solo escritorio

In this project-based course, we will build, train and test a machine learning model to predict employee attrition using features such as employee job satisfaction, distance from work, compensation and performance. We will explore two machine learning algorithms, namely: (1) logistic regression classifier model and (2) Extreme Gradient Boosted Trees (XG-Boost). This project could be effectively applied in any Human Resources department to predict which employees are more likely to quit based on their features. Note: This course works best for learners who are based in the North America region. We’re currently working on providing the same experience in other regions.

Habilidades que desarrollarás

  • Machine Learning Regression

  • Data Science

  • Artificial Neural Network

  • Machine Learning

  • regression

Aprende paso a paso

En un video que se reproduce en una pantalla dividida con tu área de trabajo, tu instructor te guiará en cada paso:

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En un video de pantalla dividida, tu instructor te guía paso a paso

Preguntas Frecuentes