Penny QianData validations on Vertex AI for metadata and content checkThis article introduces metadata and content validations via Vertex AI.May 23, 2023May 23, 2023
Penny QianCreating a Helm repository in two ways: using Google Cloud Artifact and Github PagesIn this article we will walk through the workflow of using Helm repo and two ways to set it up.Jan 20, 2023Jan 20, 2023
Penny QianManage Infrastructure as Code via Terraform for GCPThis article walks through basic Terraform commands and configurations for managing GCP infrastructure.Nov 30, 2022Nov 30, 2022
Penny QianAirflow logging and alerting on Google CloudIn this article we will walk through the practical logging and alerting solutions for Airflow on Google CloudAug 24, 2022Aug 24, 2022
Penny QianDeploy a Flask app to Azure — two ways using AKS and Azure FunctionsThis article walks through two implementations to run a Flask app on Azure, via Azure Functions and AKS.Dec 14, 2021Dec 14, 2021
Penny QianMonitor Machine Learning applications with Azure Application InsightsIn this article we will walk through an example to monitor machine learning applications with Azure Application InsightsNov 2, 2021Nov 2, 2021
Penny QianAzure Pipeline Tip (1): auto-sync repositories between Azure projectsAuto-sync repositories between Azure projects via Azure PipelinesOct 7, 20212Oct 7, 20212
Penny QianHow to train and track ensemble models with MLflowTrain and track ensemble models implementation with MLflowSep 28, 2021Sep 28, 2021
Penny QianHow save and load FastText model in MLflow formatThis tutorial will show how to use MLflow custom pyfunc for model saving and loading, with FastText as an example.Sep 27, 20213Sep 27, 20213
Penny QianAirflow Hello-World Tutorial: Build Your First Dag LocallyI will walk you through a hello-world tutorial to start building your first airflow workflow.Aug 5, 2021Aug 5, 2021
