List: AWS | Curated by Eduardo Muñoz | Medium

Jan 1, 2023

5 stories

AWS

In

Innovation-res

by

Spyros Dimitriadis

Inference your own NLP trained-model on AWS SageMaker with PyTorchModel or HuggingeFaceModel

Welcome to a quick tutorial on creating two real-time inference endpoints, utilizing AWS PyTorch Inference Deep Learning Containers (DLCs)…

Jul 11, 2022

Inference your own NLP trained-model on AWS SageMaker with PyTorchModel or HuggingeFaceModel

Jul 11, 2022

In

D ONE

by

Heiko Kromer

Building an end-to-end MLOps pipeline using AWS SageMaker

This blogpost uses AWS SageMaker to: (1) Explore a dataset; (2) Build an XGBoost model; (3) Put MLOps into action

Sep 5, 2022

Building an end-to-end MLOps pipeline using AWS SageMaker

Sep 5, 2022

In

TDS Archive

by

Ryan Lempka

Speed up Hugging Face Training Jobs on AWS by Up to 50% with SageMaker Training Compiler

An overview and getting-started guide for the SageMaker Training Compiler

Dec 2, 2021

Speed up Hugging Face Training Jobs on AWS by Up to 50% with SageMaker Training Compiler

Dec 2, 2021

In

TDS Archive

by

Heiko Hotz

Serverless NLP Inference on Amazon SageMaker with Transformer Models from Hugging Face

Deploy your NLP models serverless. No infrastructure management. Pay as you go!

Dec 9, 2021

Serverless NLP Inference on Amazon SageMaker with Transformer Models from Hugging Face

Dec 9, 2021

In

Level Up Coding

by

George Pipis

How To Interact With AWS Using AWS Data Wrangler

A walk-through example of how you can use AWS Data Wrangler to interact with S3, Glue and Athena

Jul 15, 2021

How To Interact With AWS Using AWS Data Wrangler

Jul 15, 2021

Eduardo Muñoz
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A Data scientist and Machine Learning practitioner and involved in NLP tasks and advances. Experienced Project Management Lead. Learning every day.
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