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income-prediction

Explore the Income Prediction Project! This repository hosts a machine learning model designed to predict if an individual earns above or below a specific income threshold. Leveraging a dataset rich in demographic, education, and employment variables, the model seeks to shed light on income inequality.

text-classifier-using-self-implemented-naive-bayes-

Explore the world of text classification with this project that showcases a text classifier built from the ground up using a self-implemented Naive Bayes algorithm. Leveraging the 20 Newsgroups dataset from scikit-learn, this project guides you through the process of data exploration, preprocessing, and model training.

titanic-survival-predictor-eda-

Welcome to the Titanic Machine Learning from Disaster project! This repository hosts a comprehensive solution for the Kaggle Titanic competition, where the challenge is to predict the survival or demise of passengers aboard the iconic RMS Titanic.

tuberculosis-detection-using-cnn-

twitter-sentiment-analysis

Dive into the realm of sentiment analysis on Twitter with this project. Using the Twitter US Airline Sentiment Dataset, the project aims to predict tweet sentiments as positive, negative, or neutral. The journey involves exploring over 14,000 tweets, training a model, and making predictions.