Mental Health Prediction Using Machine Learning: Assessing the Impact of Imbalance Handling Techniques

The career prediction using machine learning, which aims to provide accurate career recommendations using machine learning algorithms.

This project contains river non-river classification of satellite data using Bayes decision rule

In this project, I aim to classify digits ranging from 0 to 9 using the MNIST dataset by KNN

In this project, we implement the k-Means clustering algorithm from scratch to group data points into clusters.

In this project, we implement the Perceptron algorithm from scratch to perform binary classification tasks.

In this project, we implement the Multi-Dimensional Scaling (MDS) algorithm from scratch to visualize high-dimensional data in a lower-dimensional space.

This project involves building a Decision Tree classifier to predict whether a customer will subscribe to a term deposit based on their demographic and behavioral data