https://github.com/akshatgopal/salary-predictor

Salary Prediction web application using Streamlit
https://github.com/akshatgopal/salary-predictor

ipython-notebook machine-learning predictive-analytics python streamlit vscode

Last synced: 5 months ago
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Salary Prediction web application using Streamlit

• Host: GitHub
• URL: https://github.com/akshatgopal/salary-predictor
• Owner: akshatgopal
• Created: 2022-05-10T13:13:41.000Z (about 4 years ago)
• Default Branch: main
• Last Pushed: 2022-05-16T13:51:39.000Z (about 4 years ago)
• Last Synced: 2025-03-01T14:41:45.529Z (over 1 year ago)
• Topics: ipython-notebook, machine-learning, predictive-analytics, python, streamlit, vscode
• Language: Jupyter Notebook
• Homepage:
• Size: 516 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# Software Developer Salary-predictor

## Project Objective

The purpose of this project is to use data transformation and machine learning to create a model that will predict a salary when given years of experience, job type.

### Methods Used

* Data Cleaning

* Machine Learning

* Data Visualization

* Predictive Modeling

### Technologies

* Python

* Scikit - Learn

* Pandas, jupyter

* matplotlib

* Visual Studio Code (IDE).

* Git.

## Screen Shots

![01 - home page](https://github.com/akshatgopal/salary-predictor/blob/main/screenshots/1.png)

![02 - predict salary](https://github.com/akshatgopal/salary-predictor/blob/main/screenshots/2.png)

![03 - explore](https://github.com/akshatgopal/salary-predictor/blob/main/screenshots/3.png)

![02 - histogram](https://github.com/akshatgopal/salary-predictor/blob/main/screenshots/4.png)

![02 - plot](https://github.com/akshatgopal/salary-predictor/blob/main/screenshots/5.png)