https://github.com/adnaen/water-quality-analysis

End-to-end Ground Water Quality Prediction app using Streamlit.
https://github.com/adnaen/water-quality-analysis

classification-model machine-learing matplotlib notebook numpy pandas plotly python sklearn streamlit

Last synced: 5 months ago
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End-to-end Ground Water Quality Prediction app using Streamlit.

• Host: GitHub
• URL: https://github.com/adnaen/water-quality-analysis
• Owner: adnaen
• Created: 2024-10-22T03:18:02.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2024-12-16T17:10:05.000Z (over 1 year ago)
• Last Synced: 2025-03-27T12:48:47.964Z (about 1 year ago)
• Topics: classification-model, machine-learing, matplotlib, notebook, numpy, pandas, plotly, python, sklearn, streamlit
• Language: HTML
• Homepage:
• Size: 24 MB
• Stars: 0
• Watchers: 1
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
 

[![Typing SVG](https://readme-typing-svg.demolab.com?font=Poppins&weight=700&size=40&duration=3000&pause=1500&color=FFFFFF&multiline=false&repeat=true&width=750&height=100&lines=Water+Quality+Prediction:;+An+End-to-End+ML+Application)]()

















## Overview

Project aims to assess and predict water quality in various regions. Utilizing machine learning techniques,

## Workflow

1. **Data Preprocessing**:

2. **Exploratory Data Analysis (EDA)**:

3. **Feature Engineering**

4. **Data Transforming**

5. **Model Development**:

6. **Model Deployment**:

> [!WARNING]

>

> To run the project locally, make sure to execute the Streamlit app from the `app/` folder. Running it from a different location may result in errors.

## Screenshot

![Streamlit Screenshot](https://github.com/user-attachments/assets/0e942071-95db-4f42-bad2-61cc7b1f7dc5)