Running Jupyter Notebooks On Docker Containers | by Nadim Kawwa | Aug, 2022
A Project with SageMaker Studio Lab and DockerPhoto by Ian Taylor on UnsplashThe objective of this post is to run a data science workflow on AWS and then ship it using Docker, thus creating an end-to-end machine learning task.Furthermore, I will be focusing more on the “how” to dockerize a data science project, more so than “why this project is cool”. That being said, there are many benefits for using Docker:PortabilityPerformanceAgilityIsolationScalabilityOn the other hand, AWS SageMaker Studio Lab provides the power of…