Amazon's Product Review Sentiment Classification

Ingest, Transform & Visualize Data with AWS

Here's some Screenshots of Analysis

Number Of Reviews per Category

Distribution of Number Of Words per Review

Average Sentiment per Category

Distribution of Sentiment per Category

Raw Data

Transformed Data

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Statistical Bias Detection in Dataset and Balanced it

Balanced Data

Report Of Unbalanced Data

Report Of Balanced Data

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• Built model using AutoML (FastText algorithm) with Amazon SageMaker Autopilot
• Train Model using built-in BlazingText & BERT algorithms