AWS SageMaker X HuggingFace X AWS QuickSight

How to solve the classification of medical transcripts through Machine Learning and publish a model and data monitoring dashboard for the following

Introduction

This is a solution that demonstrates how to train and deploy a pre-trained Huggingface model on AWS SageMaker and publish an AWS QuickSight Dashboard that visualizes the model performance over the validation dataset and Exploratory Data Analysis for the pre-processed training dataset. With this as the architecture for the proposing …

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