Welcome to the Data Science for Business repository! This repository features data science projects applying machine learning techniques across various departments including HR, Marketing, Sales, Operations, PR, and Maintenance & Manufacturing. Each project is designed to provide practical insights into business applications and decision-making processes.
- HR Department: Predicting Employee Attrition
- Marketing Department: Customer Segmentation and Targeting
- Sales Department: Sales Forecasting and Lead Prioritization
- Operations Department: Process Optimization and Efficiency Analysis
- PR Department: Sentiment Analysis and Brand Perception
- Maintenance & Manufacturing Department: Predictive Maintenance and Quality Control
To explore the projects, simply navigate to the project directory of interest and follow the instructions provided in the README.md file within each project directory.
- Python 3.x
- Jupyter Notebook
- Required Python libraries (specified in each project's README.md)
This repository is licensed under the MIT License. See the LICENSE file for details.