Sentiment Analysis using Dell APEX File Storage for AWS and Amazon SageMaker

• 1

  Overview
• 2

  About Dell Technologies
• 3

  About Amazon SageMaker
• 4

  Revisions
• 5

  We value your feedback
• 6

  Terminology
• 7

  Dell APEX File Storage

• 1

  Solution Architecture
• 2

  Logical Architecture

• 1

  Solution Overview
• 2

  Solution Setup
• 3

  Solution Scope

• 1

  Solution Validation
• 2

  Step 1: Amazon SageMaker Studio
• 3

  Step 2: Setup and import the IMDB dataset
• 4

  Step 3: Create the Training, Testing, and Validation sets
• 5

  Step 4: Select the BERT preprocessing module
• 6

  Step 5: Pass data to the preprocessing module and BERT
• 7

  Step 6: Pass data to the preprocessing module and BERT
• 8

  Step 7: Training and Evaluation
• 9

  Step 8: Saving and Re-loading the model.
• 10

  Step 9: Predictions

• 1

  Conclusion

• 1

  Dell Technologies documentation
• 2

  Partner documentation
• 3

  Other documentation