Architecture to host QuickSight Dashboard for HuggingFace model monitoring deployed on SageMaker along with data EDA (r/MachineLearning)

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AWS business-analytics Business Intelligence Dashboard huggingface

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  • SagemakerHuggingfaceDashboard

    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.

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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