ml-text-classification-project

Build, Train and Deploy a Text Classification Model with AWS SageMaker

Prerequisites

• An AWS account
• Am IAM user with Administrator access
• A Sagemaker domain with a domain user: Documentation here

Project steps

1. Data Exploratory

Download, explore, transform and visualize data.

2. Model Training

Prepare the training script and the HuggingFace Estimator, Launch the training Job.

3. Deployment

Prepare the inference script, create the HuggingFace Model, Deploy a model Endpoint in SageMaker.

4. Load Testing

Prepare and launch Load Test in order to get Inference recommendations (Best instance type and configuration)

5. Deploy in production

Make the model accessible