Mohit Kumhar

heart_disease_prediction

Check live Streamlit Demo here:

fake-news-detection

This project implements a Fake News Detection system using a machine learning pipeline that preprocesses text data with `TfidfVectorizer` and trains a `PassiveAggressiveClassifier`. It efficiently classifies news articles as "Fake" or "True," providing a reliable tool for identifying misinformation.

titanic-data-analysis

titanic_survival_prediction

This project implements a machine learning model to predict the survival of passengers aboard the Titanic using the Titanic dataset. The model utilizes various preprocessing techniques and logistic regression to make predictions based on passenger characteristics.

duplicate-question-pair-detection

This project tackles the challenge of detecting duplicate questions on Quora, organized by Kaggle. The goal is to identify if two questions have the same meaning, helping reduce redundant content. Using a mix of natural language processing techniques and machine learning, the model achieves an accuracy of around 80%.

python-mini-projects

A collection of simple python mini projects to enhance your python skills