Step 0. Defining Use Case

Let's Define a Data Science Use case

Predicting the Genre of a Movie based on it's overview.

Problem Definition:

OTT platforms need to make sure that the written overviews for the movies represent the genre of the movie. So that they could recommend similar movies to the customers based on their interests.

The movie overview contains a lot of information about the movie. Such information can be valuable in building automatic systems to create genres for movies.

Automatic genre predicting systems can help recommendation engines to improve the retrieval of similar movies as well as help viewers know what to expect from a movie in advance.

We will try to make genre predictions using Movie Overview.