In this mini-project, we can predict milk quality by color, pH, fat & etc .I used KNN algorithm to classify.

This repository contains my work on Oasis Info byte’s data analytics one month internship program.

A Matlab implementation of a multi-objective optimization algorithm called GADMS for key quality characteristic selection (feature selection).

A machine learning classification approach for risk detection in battery cell manufacturing

This project focuses on predicting welding quality based on time series data of electrical current and voltage measurements. The analysis employs various machine learning techniques to extract meaningful features from welding process data, identify patterns through clustering, and build predictive models for quality classification.

This project is to predict the quality of wine based on features like alcohol content and density, using a publically available dataset. The target variable of "quality" is a subjective measure of the wine's quality based on expert tasters. I am using pandas, numpy, torch and matplotlib in python.

This is my coursework for the fourth semester of the first year at KPI, in which I implemented a system for predicting water quality using various machine learning models

This project focuses on visualizations for predicting weld quality based on time-series data of electrical current and voltage measurements. The analysis employs various machine learning techniques to extract meaningful features from welding process data, identify patterns through clustering, and build predictive models.