AWS-Sagemaker-Text-classifier-using-BlazingText-built-in-algorithm

Introduction

In this repo SageMaker BlazingText built-in algorithm is used to predict the sentiment for each customer review. BlazingText is a variant of FastText which is based on word2vec.

Table of Contents

• 1. Prepare dataset
  • 1.1. Load the dataset
  • 1.2. Transform the dataset
    • Exercise 1
  • 1.3. Split the dataset into train and validation sets
  • 1.4. Upload the train and validation datasets to S3 bucket
• 2. Train the model
  • Exercise 2
  • Exercise 3
  • Exercise 4
  • Exercise 5
  • Exercise 6
  • Exercise 7
• 3. Deploy the model
• 4. Test the model