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Using Core ML and Natural Language for Sentiment Analysis on iOS

Classifying IMBD reviews on-device in Swift

Imagine that you have just launched a new advertising campaign, or a new product, just like Disney’s new movie “The Lion King”, and you want to have a clear view of what people think of the movie. Natural language processing (NLP) can help with that, and specifically the task of sentiment analysis (SA).

In simple terms, this is a technique that allows you to quickly determine if people are responding positively or negatively to a given topic—in this use case movies.

Screenshots of the final result

Full Tutorial

I've wrote a full medium tutorial:

Medium Article

Final Result:

Here’s the final result:

GIF of the final result

About me

Omar MHAIMDAT

Distributed under the MIT license. See LICENSE for more information.