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Facebook is using machine learning concept for the news feed.
In this case, you'll predict sentiment based on the content text of customer reviews, so you'll use classification.
Sentiment Analysis The sentiments of customer reviews can be easily analyzed using classification algorithms such as binary classification algorithm.
This helps when composing for feature engineering.
After model training finishes, go to the Evaluate step.