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DataFairy

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The ultimate guide to Managed Airflow on Azure Data Factory

A guide on how to run Airflow in Azure Data Factory, use Git Sync and work with custom environments and private Python packages.

Oct 12, 2023

The ultimate guide to Managed Airflow on Azure Data Factory

Oct 12, 2023

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DataFairy

Creating a MLOPS pipeline with Azure Machine Learning Service

In the previous articles we looked at the code needed to prepare data and train a machine learning model in Azure ML. In this article I…

Sep 21, 2023

Creating a MLOPS pipeline with Azure Machine Learning Service

Sep 21, 2023

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DataFairy

MLOPS and Azure Machine Learning Service

Introduction to MLOPS and Azure Machine Learning Service. Azure ML components can be used to deploy data science models into production by…

Sep 7, 2023

MLOPS and Azure Machine Learning Service

Sep 7, 2023

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DataFairy

Deploying Azure Static Web Apps with Azure DevOps using environments and reviewers

How to use reviewers in Azure DevOps and deploy a web app to staging and production environments with the option of rollbacks.

Aug 17, 2023

Deploying Azure Static Web Apps with Azure DevOps using environments and reviewers

Aug 17, 2023

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DataFairy

Terraform and Azure DevOps

How to deploy your Terraform infrastructure code with Azure DevOps tasks using a service principal.

Aug 13, 2023

Terraform and Azure DevOps

Aug 13, 2023

DataFairy

Experimenting with Python threads

How to thread and how not to thread in Python

4d ago

Experimenting with Python threads

4d ago

DataFairy

Container image security: How to find vulnerabilities and fix them

Vulnerabilities in container images are not only hidden security risks but can also pose a challenge when you want to fix them. In this…

Jun 27

Container image security: How to find vulnerabilities and fix them

Jun 27

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Towards Dev

Codium AI — Writing Python tests with an AI assistant — Part 1

CodiumAI is a tool to help you write Python tests by generating them with the click of a button. In this article I walk you through my…

Jan 13

Codium AI — Writing Python tests with an AI assistant — Part 1

Jan 13

DataFairy
in
Towards Data Engineering

Re-creating an AWS inference architecture based on Sagemaker and Airflow in Azure

How I copied an AWS MLOPS architecture and transformed it to work in Azure using Airflow and Azure ML.

Dec 11, 2023

Re-creating an AWS inference architecture based on Sagemaker and Airflow in Azure

Dec 11, 2023

DataFairy
in
Towards Data Engineering

Calling an Azure ML endpoint using Apache Airflow and the Azure ML provider package

How to score your Machine Learning model that is deployed to an Azure ML endpoint using Apache Airflow and an Azure ML job.

Nov 30, 2023

Nov 30, 2023

DataFairy

DataFairy

Senior Data Engineer, Azure Warrior, PhD in Theoretical Physics, The Netherlands. I write about Data Engineering, Machine Learning and DevOps on Azure.

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