Both assignments are to solve Titanic competition on Kaggle:
https://www.kaggle.com/c/titanic/
The first one is to predict using gaussian naive bayes model using sklearn library. And it gives accuracy of 75%.
The second one is to predict using logistic regression but with my own implementation. And it gives accuracy of 73%.