Python in Containers 1st Edition
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Python in Containers 1st Edition

SKU: 9781800200753

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Additional information

Full Title

Python in Containers 1st Edition
Author(s)

Kris Celmer
Edition

1st Edition
ISBN

9781800200753, 9781800206731
Publisher

Packt Publishing
Format

PDF and EPUB

Description

Docker and Kubernetes are must-have skills for Python engineers these days. Whether your focus is on machine learning and data science or you use Python as a general programming language, you must understand Docker and Kubernetes, as they form the basis of modern cloud-native applications built using microservice architectures.

In this course, you’ll learn to do the following:

  • Develop and explore machine learning, data science, and Jupyter Notebooks in Docker
  • Run machine learning models in production with Kubernetes and Docker Swarm
  • Package your Python code into containers
  • Publish your containers in image registries
  • Deploy containers to production, both in Docker and Kubernetes
  • Build highly modular, container-based services in a microservices way
  • Monitor and maintain containerized apps

You can use the course in two ways:

  • If you use Python for machine learning and data science, go top-down – start with section 7 to quickly develop practical Docker skills and use sections 2 to 6 to delve deeper into specific container topics
  • If you want to use Python for building web apps and microservices, try the bottom-up approach – use the course in a linear way

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