From 262912fecd395435f725b2b12384e36ad76def4a Mon Sep 17 00:00:00 2001 From: Pranshu Jaiswal <150207373+Pranshu-jais@users.noreply.github.com> Date: Fri, 21 Jun 2024 00:49:11 +0530 Subject: [PATCH 1/2] Create README.md --- Employee_turnover/README.md | 1 + 1 file changed, 1 insertion(+) create mode 100644 Employee_turnover/README.md diff --git a/Employee_turnover/README.md b/Employee_turnover/README.md new file mode 100644 index 000000000..8b1378917 --- /dev/null +++ b/Employee_turnover/README.md @@ -0,0 +1 @@ + From 3eb64881d2a2b7b64fb2b9f96ac8057d8031f1c7 Mon Sep 17 00:00:00 2001 From: Pranshu Jaiswal <150207373+Pranshu-jais@users.noreply.github.com> Date: Fri, 21 Jun 2024 00:59:15 +0530 Subject: [PATCH 2/2] Update README.md --- Employee_turnover/README.md | 25 +++++++++++++++++++++++++ 1 file changed, 25 insertions(+) diff --git a/Employee_turnover/README.md b/Employee_turnover/README.md index 8b1378917..c926c3e22 100644 --- a/Employee_turnover/README.md +++ b/Employee_turnover/README.md @@ -1 +1,26 @@ +# Employee Turnover Prediction using Deep Learning +- This project demonstrates the application of deep learning techniques to predict employee turnover using HR analytics data. The model is built using TensorFlow/Keras and trained on a dataset sourced from this link "https://raw.githubusercontent.com/mwitiderrick/kerasDO/master/HR_comma_sep.csv". +Requirements: + - Python 3.6+ + - Libraries: + - pandas + - numpy + - scikit-learn + - tensorflow + - matplotlib + - seaborn +# Setup: +1. Clone the repository: + +```bash +git clone +cd +``` +2. Run the script employee_turnover_prediction.py to train the model and generate visualizations: + +```bash +python employee_turnover_prediction.py +``` + +Screenshot 2024-06-21 005516