Kaggle Project: Real or Not? NLP with Disaster Tweets

Train a text classification model to predict if the tweet is about a real disaster or not.

Twitter has become an important communication channel in times of emergency. Because of this, more agencies are interested in programatically monitoring Twitter (i.e. disaster relief organizations and news agencies). But, it’s not always clear whether a person’s words are actually announcing a disaster.

Train a text classification model to predict if the tweet is about a real disaster or not.

Skills Used:

Natural Language Processing,Text Classification using classification models, Python

Kaggle Notebook

House Prices: Advanced Regression Techniques

Ask a home buyer to describe their dream house, and they probably won't begin with the height of the basement ceiling or the proximity to an east-west railroad. But this playground competition's dataset proves that much more influences price negotiations than the number of bedrooms or a white-picket fence.

With 79 explanatory variables describing (almost) every aspect of residential homes in Ames, Iowa, this competition challenges you to predict the final price of each home.

Skills Used:

Data Pre-processing, Feature Engineering, Regression Techniques, Python

Kaggle Notebook