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Automatically Build and Deploy Your Python Application in 4 Easy Steps

Better Programming

When you finish a new version of your Python application, how do you build and deploy it? Do you change the version number, upload the new files to production, and be done with it? There are better…

How to Deploy Cloud Infrastructure with Python

Python in Plain English

Things in IT are moving fast, and coming from an Ops world is making me feel like I need to go deeper into development if I want to have a chance to still be in the game. After learning Python and…

A First Course on Deploying Python Projects

Machine Learning Mastery

Last Updated on June 7, 2022 After all the hard work developing a project in Python, we want to share our project with other people. It can be your friends or your colleagues. Maybe they are not inter...

Deploying Python Applications on InterServer: A Step-by-Step Guide

Python in Plain English

Photo by Happiness on Unsplash Python has become one of the most popular programming languages, especially for web applications, due to its simplicity, flexibility, and powerful frameworks like Django...

Machine Learning deployment with Python

Towards Data Science

Machine learning deployment is definitely a hot topic right now. I was about to use the so-hot-right-now meme to back my first sentence, however, I feel everyone in the industry agrees with me on…

From Jupyter Notebook to Deployment — A Straightforward Example

Towards Data Science

This article is intended to serve as a consolidated example of the journey I took in my work as a Data Scientist, beginning from a typical solved problem in Jupyter Notebook format and developing it…

Deployment

Full Stack Python

Web application deployment involves packaging and running your app on a server. Learn more about deployments on Full Stack Python.

Managing deployment as code

Software Architecture with C plus plus

With changes tested and approved, now it's time to deploy them to one of the operating environments. There are many tools to help with deployment. We decided to provide examples with Ansible as this d...

Deploy Your Jupyter Notebooks the Easy Way — Python Edition

Towards Data Science

Picture this. You’ve spent time building an awesome machine learning pipeline in a Jupyter notebook. It runs end to end on your computer, and now you want to share it with your boss or LinkedIn…

How to Build And Publish Command-Line Applications With Python

Towards Data Science

Command-line applications are basically programs you run in your terminal and chances are that you have tried or thought of building one. Building a Command-Line Application is one thing, publishing…

Deploying with Flask

PyTorch Tutorials

Deploying with Flask In this recipe, you will learn: How to wrap your trained PyTorch model in a Flask container to expose it via a web API How to translate incoming web requests into PyTorch tensors ...

Develop and Deploy Python Application on Oracle Cloud — Part 3

Oracle Developers

Deployment Automation using Developer CloudThis blog is third and last in the series for Python application development and deployment on Oracle Cloud using Developer Cloud Service. This blog will hel...