Reproducible Data Science Workflows Using Docker

Reproducible Data Science Workflows Using Docker

Data Science Dojo via YouTube Direct link

– Manage image storage with Docker registry

11 of 15

11 of 15

– Manage image storage with Docker registry

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Classroom Contents

Reproducible Data Science Workflows Using Docker

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  1. 1 – Introduction
  2. 2 –Evolution of app deployment
  3. 3 – Why use Docker?
  4. 4 – Docker Architecture
  5. 5 – Key concepts
  6. 6 – Working with Docker images
  7. 7 – Build images using Dockerfile
  8. 8 – Manage containers.
  9. 9 – Data persistence with volumes
  10. 10 – Manage networks in Docker
  11. 11 – Manage image storage with Docker registry
  12. 12 – Multi-container deployment with Docker compose
  13. 13 – Install Docker Desktop on Mac
  14. 14 – Install Docker Desktop on Windows
  15. 15 – Demo

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