Github Action + ECR + Optimizing Disk Space
In this article, we will cover the basics of Github actions, building a docker image and pushing to AWS ECR(Elastic Container Registry) …
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Deploying Bokeh Applications
Learn how to deploy a Bokeh application/dashboard on a private server. For demonstration, we’ll use an EC2 instance, however, this can be replicated on any machine (on a private or public cloud.)
Read article →How to Authenticate With Google Drive From JupyterHub
Learn how to authenticate Google Drive from Jupyterhub using Service Account and retrieve files in a Google Drive folder from your …
How to Authenticate With BigQuery From JupyterHub
In this article, we'll walk through how to authorize and authenticate BigQuery in Jupyterhub hosted on Kubernetes. Also, we’ll …
Introduction to Docker for Data Scientists
In this blog, we’ll dive into the fundamentals of Docker and explore how it can be used to streamline your workflows, improve …
Deploying Plotly Applications
Learn how to deploy Plotly on a private server. In this demonstration, we'll be using an EC2 instance, however, this can be replicated …
Using AWS SageMaker Input Modes: Amazon S3, EFS, or FSx
In this blog post, we discuss how to use AWS SageMaker Input modes for Amazon S3 and file systems in Amazon EFS and Amazon FSx for …
How to Work with Custom S3 Buckets and AWS SageMaker
In this blog, we'll discuss how you can work with custom S3 buckets and AWS SageMaker.
Getting Started With MLFlow
MLFlow provides a centralized platform for tracking and managing machine learning experiments, packaging code and dependencies, and …
How to Set up Snowflake on JupyterHub
In this article, we will learn how to set up a snowflake service account on Jupyterhub and set up authentication for the Snowflake …