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What are your customers saying about your product? How do audiences feel about a new movie? How successful was your event?…

These days, reviews contain a wealth of information and Natural Language Processing has the power to reveal valuable insights quickly.

Have you ever wanted to use an NLP model to predict the sentiment of a SINGLE review?

It’s a frequent question that we hear from students, which is why we created a free BONUS to answer precisely that!

Tackle this challenge yourself using the instructions and code outlined in this Colab file.

Here’s the step-by-step coding exercise you’ll receive:

  • Importing libraries 
  • Importing datasets 
  • Cleaning text 
  • Creating the Bag of Words model 
  • Splitting the data into Training and Test sets 
  • Training thee Naive Bayes model on the Training set 
  • Predicting the Test set results 
  • Making the confusion matrix 
  • Predicting if a single review is positive or negative 

Get your Natural Language Processing Bonus Here