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Sentiment Analysis using Dell APEX File Storage for AWS and Amazon SageMaker
Executive summary Solution Architecture Solution Overview
Solution Overview
Solution Setup
Solution Scope
Solution Validation Conclusion References

Solution Setup

Home > APEX > Storage > White Papers > Sentiment Analysis using Dell APEX File Storage for AWS and Amazon SageMaker > Solution Setup

Solution Setup

  • This document describes how to  build a BERT-based sentiment analysis model using IMDB Data where Dell APEX File Storage is used as the storage medium.

    • Dell APEX File Storage establishes a sturdy data foundation.
    • AWS acts as the infrastructure provider, hosting and managing the Amazon SageMaker training resources and Dell APEX File Storage.
    • Amazon SageMaker provides an integrated Jupyter authoring notebook instance for easy access to your data sources. No server management is required.
    • For model resources, we are using an IMDB dataset and will train the model from data stored on Dell APEX File Storage.