Natural Language Processing Bonus
Published by SuperDataScience Team
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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