![An illustration representing a data warehouse, next to an illustration of Bit the Raccoon.](https://www.microsoft.com/en-gb/industry/blog/wp-content/uploads/sites/22/2020/01/datasolutionthumb-300x169.webp)
Jon Machtynger articles
![Jon Machtynger](https://www.microsoft.com/en-gb/industry/blog/wp-content/uploads/sites/22/2019/05/Jon-Machtynger.jpg)
Jon Machtynger
Cloud Solution Architect for Advanced Analytics and AI
![An illustration representing a data warehouse, next to an illustration of Bit the Raccoon.](https://www.microsoft.com/en-gb/industry/blog/wp-content/uploads/sites/22/2020/01/datasolutionthumb-300x169.webp)
![An illustration representing a data warehouse, next to an illustration of Bit the Raccoon.](https://www.microsoft.com/en-gb/industry/blog/wp-content/uploads/sites/22/2020/01/datasolutionthumb-300x169.webp)
Published
Building Scalable Data Science Applications using Containers – Part 5
In this first of two blogs, Jon Machtynger takes a look at building an environment locally using docker-compose, while making some observations about limitations.![An image of a cloud, surrounded by images of different cloud services, with a picture of Bit the Raccoon to the right.](https://www.microsoft.com/en-gb/industry/blog/wp-content/uploads/sites/22/2018/06/automateaasmodelsthumb-300x169.jpg)
Published
Using Containers to run R/Shiny workloads in Azure: Part 4
In the parts one, two and three of this series, I described how to build containers using Dockerfiles, then how to share and access them from Azure.![An illustration depicting how containers work, with a picture of Bit the Raccoon on the right.](https://www.microsoft.com/en-gb/industry/blog/wp-content/uploads/sites/22/2019/06/containers3thumb-300x169.jpg)
Published
How to use containers in data science with Docker and Azure: Part 3
In part 3 of this series we will extend the container, persistence, and data science concept using multiple containers to create a more complex application.![An illustration depicting how containers work, with a picture of Bit the Raccoon on the right.](https://www.microsoft.com/en-gb/industry/blog/wp-content/uploads/sites/22/2019/05/containers1bthumb-300x169.jpg)
Published
Master data science with Docker’s storage and data persistence: Part 2
In the second part of this practical guide on using containers, find out how to manage data and storage, and how it can be used.![An illustration depicting containers, with a picture of Bit the Raccoon on the right.](https://www.microsoft.com/en-gb/industry/blog/wp-content/uploads/sites/22/2019/05/containers2thumb-300x169.jpg)
Published