Projects

Projects

MNIST Prediction

A neural network from scratch that is used to predict handwritten digits using the MNIST dataset.

Deep Learning

Multiclass Classification

Python

Video Game Sales Prediction

A machine learning clustering algorithm that is used to predict the sales of video games.

Clustering

Machine Learning

Python

Stroke Prediction

A machine learning algorithm that is used to predict whether a patient is likely to get a stroke or not.

Binary Classification

Machine Learning

Python

Rain Prediction

A machine learning algorithm that is used to predict whether it will rain the next day or not.

Binary Classification

Machine Learning

Python

Suspicious Acitivity Prediction

A machine learning algorithm that is used to predict a tech student's profile depending on their grades.

Binary Classification

Machine Learning

Python

Student Profile Prediction

A machine learning algorithm that is used to predict suspicious server acitvities depending on server logs.

Machine Learning

Multiclass Classification

Python

House Price Prediction

A machine learning algorithm that is used to predict the house price depending on the house properties.

Machine Learning

Python

Regression

Amazon Reviews Prediction

A machine learning algorithm that is used to predict the sentiment of a review depending on the review text.

Binary Classification

Machine Learning

Python

Amazon Reviews Prediction - BERT

A neural network (BERT) model that is used to predict the sentiment of a review depending on the review text.

Binary Classification

Deep Learning

Python

Dogs vs. Cats Classification

A neural network (Transfer Learning) model that is used to classify dogs vs. cats.

Binary Classification

Deep Learning

Python