Python
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Getting Started with JupyterLab as a Docker Extension
JupyterLab is a web-based interactive development environment (IDE) that allows users to create and share documents that contain live code, equations, visualizations, and narrative text. It is the latest evolution of the popular Jupyter Notebook and offers several advantages over its predecessor. We provide an overview the JupyterLab architecture and explain how to start using JupyterLab as a Docker extension.
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How to Develop and Deploy a Customer Churn Prediction Model Using Python, Streamlit, and Docker
Customer churn is challenging, but we can combat it! Learn how Python, Streamlit, and Docker help you build a predictive model to minimize churn.
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Resources to Use Javascript, Python, Java, and Go with Docker
Developing and deploying your applications with Docker is easy, but you may not know where to start. Hit the ground running with these resources.
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How to Train and Deploy a Linear Regression Model Using PyTorch
Get an introduction to PyTorch, then learn how to use it for a simple problem like linear regression — and a simple way to containerize your application.
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How to Build and Deploy a Django-based URL Shortener App from Scratch
A URL shortener is a widely adopted technique that’s used to create short, condensed, and unique aliases for long URL links. In this blog tutorial, you’ll learn how to build a basic URL shortener using Python and Django.
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How to “Dockerize” Your Python Applications
Millions of developers use Python to build modern, scalable applications. For developers who value performance, cross-platform portability, and convenience, deploying these apps within a Docker environment can be advantageous. That said, what kinds of applications can you create? How does Docker support their functionality? Patrick Loeber answers these questions and more during his presentation, “Getting…
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Video: How to Dockerize a Python App with FastAPI
Join host Peter McKee and Python wizard Michael Kennedy for a warts-and-all demo of how to Dockerize a Python app using FastAPI, a popular Python framework. Kennedy is a developer and entrepreneur, and the founder and host of two successful Python podcasts — Talk Python To Me and Python Bytes. He’s also a Python Software…
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Guest Post: Calling the Docker CLI from Python with Python-on-whales
This post highlights a new project built by Gabriel de Marmiesse from the Docker community: Python-on-whales. The goal of this project is to have a 1-to-1 mapping between the Docker CLI and the Python library.
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