Employee Retention Prediction Machine Learning Model with Tensorflow

Develop a simple Machine Learning Model to predict Employee Retention with Tensorflow Use it as reference only!

Stacks

Development Step

Create conda environment with taskfile command

task conda-create

Activate the new created conda environment

conda activate <env_name |default: 1-ml-model>

Install conda requirements first then pip environments (Must in this sequence)

task conda-install
task pip-install

Start Jupyter Notebook

jupyter notebook

Misc

If you encounter error below, run sudo apt install python3-tk

ModuleNotFoundError: No module named 'tkinter'

References :

[1] https://www.digitalocean.com/community/tutorials/how-to-build-a-deep-learning-model-to-predict-employee-retention-using-keras-and-tensorflow

[1] https://www.anaconda.com/blog/using-pip-in-a-conda-environment