Model Deployment Articles

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10/6/2021 • EN

Scalable, Secure Hugging Face Transformer Endpoints with Amazon SageMaker, AWS Lambda, and CDK

A tutorial on deploying Hugging Face Transformer models to production using AWS SageMaker, Lambda, and CDK for scalable, secure inference endpoints.

Amazon Sagemaker AWS Cdk AWS Lambda Hugging Face Model Deployment

Philipp Schmid

2/7/2021 • EN

DataTalksClub - Building an ML System; Behind the Scenes

A behind-the-scenes look at designing and implementing a production machine learning system for a major hospital group, covering architecture and validation.

Azure Data Pipeline Machine Learning Model Deployment Production System

Eugene Yan

12/9/2019 • EN

H2O - Inspecting and scoring with MOJO models inside H2O

Explains how to import, inspect, and use H2O's MOJO models for scoring and analysis within the H2O platform.

H2o Machine Learning Model Deployment Model Scoring Mojo

Pavel Pscheidl

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Model Deployment Articles

Scalable, Secure Hugging Face Transformer Endpoints with Amazon SageMaker, AWS Lambda, and CDK

DataTalksClub - Building an ML System; Behind the Scenes

H2O - Inspecting and scoring with MOJO models inside H2O

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