docker_resources

Docker and Jenkins resources for a data scientist lost in translation.

Docker

• Learn Docker in 12 min (video)
• Docker Compose in 12 min (video)
• Docker for Novices (video and repo)
• Docker Tutorial for Beginners (video)
• How to Get Started with Docker (video)
• Data Science Workflows Using Docker Containers (repo, includes talk and slides)
• Docker for Data Science Tutorial (repo, includes talk and slides)
• Why You Need to Containerize Machine Learning Models (video)

Jenkins

• Jenkins Pipeline Tutorial for Beginners video
• What is Jenkins? video
• Jenkins Full Course video
• Jenkins - Build and Publish Docker Images video