Find out why Docker is quickly gaining prominence across enterprises in the world of virtual images and environments. In this video, discover what the other options are and why Docker is popular.
- [Instructor] Now one of the skills and requirements of … machine learning, or data science, is code reproducibility. … So you've created some amazing machine learning model, … and then others need to be able to verify it. … So it's a bit like a research project. … If you've ever tried using Python's virtual environments, … you know that this can be pretty messy, … and Docker's one of the answers to this problem. … Docker's becoming so popular that you'll find … official images for various Linux distributions, … all the way to deep learning frameworks. … There's also a thriving community, … and so you can often find images of software … that you are looking to deploy on Docker Hub. … Now one of the things you're probably thinking is … if Docker is so amazing, are Virtual Machines … going away any time soon? … Now, Virtual Machines, or VM's, … are heavily embedded in enterprise IT today, … and nothing will be replacing them any time soon. … So let's compare Virtual Machines and Docker, …
- Why Docker is gaining prominence
- Running a container
- Docker under the hood
- Working with Dockerfiles
- Uploading images to Docker Hub
- Common use cases for Docker