https://github.com/rahul-404/hr-analytics
https://github.com/rahul-404/hr-analytics
Last synced: about 2 months ago
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- Host: GitHub
- URL: https://github.com/rahul-404/hr-analytics
- Owner: Rahul-404
- License: mit
- Created: 2021-06-14T11:13:58.000Z (almost 4 years ago)
- Default Branch: main
- Last Pushed: 2021-06-26T05:47:23.000Z (almost 4 years ago)
- Last Synced: 2025-02-01T22:13:58.781Z (4 months ago)
- Language: Jupyter Notebook
- Size: 1.49 MB
- Stars: 0
- Watchers: 2
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# HR-Analytics
HR-Analytics, Here is an opportunity to try predictive analytics in identifying the employees most likely to get promoted.
[](https://drive.google.com/drive/folders/1ckdpw-I_b3VOUK93AFk2IFfA6b4nBtuq?usp=sharing)
## Dataset:
This [dataset](https://datahack.analyticsvidhya.com/contest/wns-analytics-hackathon-2018-1/) is from Hackathon organized by Analytics Vidhya platform
## Description:
- This is a machine learning classification project from the domain of HR analytics.
- It achieved 52.67% of accuracy with ensembled model.
- Benchmarked at [48th rank](https://github.com/Rahul-404/HR-Analytics/blob/main/Leader_Board/Rank_48.png) among 13532 other participants.
## Code Requirements:
python 3.x with following modules installed
[Jupyter Notebook](https://jupyter.org/) - Jupyter is a free, open-source, interactive web tool known as a computational notebook
or
[notebook](https://pypi.org/project/notebook/)
## Installation & Execution:
[How to install Jupyter Notebook](https://www.geeksforgeeks.org/how-to-install-jupyter-notebook-in-windows/)
## Built With
* [Python](https://www.python.org/) - High-level programming language
## Purpose
The purpose of this project was to gain introductory exposure to Machine Learning Classification concepts. The project makes heavy use of [Pandas](https://pandas.pydata.org/), [Numpy](https://numpy.org/), [Matplotlib](https://matplotlib.org/), [Seaborn](https://seaborn.pydata.org/), [Sklearn](https://scikit-learn.org/stable/)
## Contributing
Pull requests are welcome. For major changes, please open an issue first to discuss what you would like to change.
Please make sure to update tests as appropriate.
## License
[MIT](https://github.com/Rahul-404/HR-Analytics/blob/main/LICENSE)