DevMesh

Water Quality Prediction

Adarsh Wase

Adarsh Wase

Indore, Madhya Pradesh

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  • 0 Collaborators

This project aims to predict water quality, a critical aspect of environmental and public health. Leveraging a comprehensive dataset and advanced machine learning techniques, we strive to provide valuable insights into the suitability of water for consumption. ...learn more

Project status: Published/In Market

Artificial Intelligence

Intel Technologies
oneAPI, DevCloud

Code Samples [1]

Overview / Usage

Streamlit Link - https://oneapi-water-quality.streamlit.app/

GitHub Link - https://github.com/AdarshWase/OneAPI-Water-Quality-Competition

Methodology / Approach

  • Conducted on Intel Optimized DevCloud Python environment, identifying prevalent outliers and missing values. Utilized Seaborn and Matplotlib for extensive visualization.
  • Implemented a multi-faceted validation strategy, creating multiple validation datasets to provide robust performance indicators.

Technologies Used

AI Analytics Toolkit, Modin, XGBoost, LightGBM, MLFlow, DVC and GitHub

Repository

https://github.com/AdarshWase/OneAPI-Water-Quality-Competition

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