List: mlops | Curated by Marie Stephen Leo | Medium

Marie Stephen Leo

Aug 2, 2024

12 stories

2 saves

mlops

In

Google Cloud - Community

by

Francesco Viganò

Choose the IDE you want and develop on Vertex AI Workbench (Part I)

Develop on Vertex AI Workbench with VSCode

Sep 6, 2022

Choose the IDE you want and develop on Vertex AI Workbench (Part I)

Sep 6, 2022

In

Better Programming

by

Samhita Alla

Is Airflow the Right Choice for Machine Learning Too?

A look at the differences between ETL and machine learning tasks

Jul 21, 2022

Is Airflow the Right Choice for Machine Learning Too?

Jul 21, 2022

Ricardo Raspini Motta

Kedro vs ZenML vs Metaflow: Which Pipeline Orchestration Tool Should You Choose?

This article was originally posted on the Neptune blog here.

Jul 14, 2022

Kedro vs ZenML vs Metaflow: Which Pipeline Orchestration Tool Should You Choose?

Jul 14, 2022

In

TDS Archive

by

Ram Vegiraju

Debugging SageMaker Endpoints Quickly With Local Mode

Stop Waiting For Your Endpoints To Create

Aug 8, 2022

Debugging SageMaker Endpoints Quickly With Local Mode

Aug 8, 2022

In

CodeX

by

Sarah Floris

Deploying BentoML using Airflow

Training, predicting, and serving all in one easy process using BentoML

Aug 3, 2022

Deploying BentoML using Airflow

Aug 3, 2022

This story is no longer available

In

TDS Archive

by

Max Brenner

Deploying a Custom Docker Model with SageMaker to a Serverless Front-end with S3

How to effectively deploy a model with AWS

Aug 27, 2020

Deploying a Custom Docker Model with SageMaker to a Serverless Front-end with S3

Aug 27, 2020

In

TDS Archive

by

Ram Vegiraju

Register and Deploy Models with SageMaker Model Registry

An Introduction To SageMaker Model Registry

Mar 25, 2022

Register and Deploy Models with SageMaker Model Registry

Mar 25, 2022

In

TDS Archive

by

Alexey Grigorev

MLOps in 10 Minutes

How MLOps helps across all stages of ML project

May 4, 2022

MLOps in 10 Minutes

May 4, 2022

Omolade Saliu

An End-to-End MLOps Platform Implementation using Open-source Tooling

By Omolade Saliu, IBM Executive Data Scientist and Head of Data Science

May 3, 2022

An End-to-End MLOps Platform Implementation using Open-source Tooling

May 3, 2022

In

TDS Archive

by

Stephanie Kirmer

Computer Vision at Scale with Dask and PyTorch

A tutorial demonstrating how to run batch image classification in parallel with GPU clusters and Pytorch, using dog images

Nov 4, 2020

jack russell terrier against pink backdrop

Nov 4, 2020

In

IBM Data Science in Practice

by

Fred Reiss

How to Load PyTorch Models 340 Times Faster with Ray

Ray’s Plasma object store can reduce the cost of loading deep learning models for inference almost to zero.

Aug 23, 2021

an adult cheetah running in a field of grass with a baby cheetah watching

Aug 23, 2021

Marie Stephen Leo

Marie Stephen Leo

Data Director @ Sephora | ML at scale | GCP | AWS | Linkedin Top Voice: linkedin.com/in/marie-stephen-leo

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