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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...

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...

How to Deploy a Python Image Processing App

Python in Plain English

In this article, I will share my experience (the errors and issues) while deploying the app which I developed. For a while till now, I have been working on my basic image processing app developed in…

Navigating Options for Deploying Your Python Application | Real Python Podcast #51

Real Python

What goes into the decision of how to host your Python code or application in the cloud? Which technology stack is the right size for your project? This week on the show, we have Calvin Hendryx-Parker...

Continuous integration and deployment

Python Packages

If you’ve gotten this far, you now have a working knowledge of how to create a fully-featured Python package! We went through quite a lot to get here: we learned about package structure, developed so...

How to create executable of your Python application for Linux / Windows / Mac

Analytics Vidhya

Python is well known as Interpreted language. But when deploying Python application there is always a dependency of using right version of libraries. Tools like Ansible / Docker solve this problem in…...

Building deployment code

Software Architecture with C plus plus

In its simplest form, deployment with Ansible may consist of copying a single binary to the target machine and then running that binary. We can achieve this with the following Ansible code: tasks: Eac...

How to Deploy your data science as web apps easily with Python

Towards Data Science

You know how technically complicated it is to deploy apps on the web. With Streamlit, you create your app with pure python and stop worrying about front end development. Implementing it in your local…...

Deploy a Python API on AWS

Towards Data Science

The very first idea of creating my own app and deploying it on the cloud so that everyone could use it is super exciting to me, and this is what inspired me to write this post. If this idea also…

Deploy Any Python Project to Kubernetes

Towards Data Science

It's time to dive into Kubernetes and bring your Python project to Cloud with this fully-fledged project template and KinD (Kubernetes in Docker)!

Python Libraries: A Comprehensive Guide to Streamlining DevOps Tasks

Python in Plain English

Day 15 Task: Python Libraries for DevOps Hello everyone I am back with a new DevOps task. What is Python libraries? A Python library is a collection of pre-written code that provides specific functio...

Automating Python Web App Deployments Using GitHub Actions

Level Up Coding

A comprehensive guide on deploying Flask applications using GitHub Actions Photo by Simone Viani on Unsplash Automation is becoming more and more essential. As new application updates are getting mor...

Deploying a Simple UI for Python

Towards Data Science

Creating a user interface for a Python project is seamless with Streamlit, a relatively new browser-based Python framework that lets you elegantly showcase a project without writing any HTML, CSS, or…...

Your multiple-step guide on how to package and test Python apps across computers

Python in Plain English

In Python, more specifically in Tkinter, you can load an icon with just one line of code:

Python for DevOps

Python in Plain English

DevOps is a set of practices that combines software development (Dev) and IT operations (Ops) to shorten the systems development life cycle and provide continuous delivery with high software quality. ...