The live site is at SOFTWARE DEVELOPER SALARY PREDICTION APP
It's an Application which predicts the salary of a software engineers based on the data from stackoverflow . It is trained to predict it from the data using Machine Learning. It's App is designed using python with simple and basic gui.
Dataset available at : Salary Dataset
- Streamlit A faster way to build and share data apps.Streamlit turns data scripts into shareable web apps,No front end or anything else is required just pure Python.
run:
$ py -3 -m venv venv
The venv module supports creating lightweight “virtual environments”, each with their own independent set of Python packages installed in their site directories.
Then Activate the Machine Learning Environment by:
$ conda create -n ml python=3.9
Then activate it by:
$ conda activate
Now, install Streamlitb by:
$ conda install streamlit
You can use both Setup: pip or conda
Now, install all the required Libraries by running following commands:
$ pip install numpy pandas
$ pip install matplotlib scikit-learn
Then, a virtual environment to play with the data....
$ ipython kernel install --user --name=ml
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