Harry Potter and a Data Scientist: Write a multi-class classifier using gradient descent optimization algorithm to replace the bewitched Sorting Hat and save Hogwarts! 🎩🧙‍♂️

Logistic regression model to sort Hogwarts students into their perspective houses based on their performance in classes.