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In this series of articles, you will learn how to build and deploy your NLP model with FastAPI. We are going to use the IMDB Movie dataset to build a simple model that can classify if the review about the movie is Positive or Negative. We will train the Multinomial Naive Bayes algorithm to classify if a review is positive or negative. This is one of the most common algorithms used for text classification. The model will receive input and predict an output for decision-making for a specific use case.