Final project based on text classification by emotions using machine learning models and BERT.

• UpdatedApr 11, 2023
• Jupyter Notebook

flask website that automatically assigns multiple relevant tags to a Stackoverflow question

• UpdatedMar 27, 2022
• JavaScript

This project focuses on building a fraud detection model for credit card transactions using a dataset containing transactions made by European cardholders in September 2013. We are working with a highly unbalanced dataset and the challenge lies in effectively detecting fraudulent transactions while minimizing false positives.

• UpdatedMay 13, 2024
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A sentiment analysis project using linear support vector machine with stochastic gradient descent method. Built to analyze whether the tweet sentiment are happy or sad.

• UpdatedJun 15, 2020
• Python

Data Project

• UpdatedAug 30, 2022
• Jupyter Notebook

This project develops a machine learning model to classify individuals as healthy, having rheumatoid arthritis (RA), or systemic lupus erythematosus (SLE) using RNA-Seq gene expression data. The project also identifies significant genes as potential biomarkers, leveraging SGDClassifier and XGBoost models.

• UpdatedMar 17, 2025
• Jupyter Notebook

Here you can explore different projects around Machine Learning Algorithms, Enjoy☺️

• UpdatedMar 13, 2023
• Jupyter Notebook

이화여자대학교 컴퓨터공학과 19-2,20-1 캡스톤프로젝트

• UpdatedMay 30, 2023
• C#

The sinking of the RMS Titanic is one of the most infamous shipwrecks in history. On April 15, 1912, during her maiden voyage, the Titanic sank after colliding with an iceberg, killing 150.

• UpdatedJul 2, 2024
• Jupyter Notebook

A financial institution wants to accurately predict the probability of loanee/borrower defaulting on a vehicle loan in the first EMI on the due date.

• UpdatedJan 6, 2023
• Jupyter Notebook

Fake reviews Detection using SGD Classifier

• UpdatedJan 27, 2021
• Jupyter Notebook

implementation of basic ML algorithms

• UpdatedNov 4, 2022
• Jupyter Notebook

Supervised and unsupervised algorthimn analysis on APS Failure at Scania Trucks Dataset

• UpdatedFeb 15, 2021
• Jupyter Notebook

This project performs analysis and experimentation with classifiers in Python using the MNIST dataset, which consists of images of handwritten digits.

• UpdatedMar 20, 2024
• Jupyter Notebook

The implications of hate speech have received considerable attention from the common public and society as a whole. There has been a rising concern over the effects of hate speech and offensive language. However, much of this attention is focused on the critical presentation and evaluation of arguments in favor of and against the ban on hate spe…

• UpdatedDec 2, 2021
• Jupyter Notebook