Tag: Python
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Object oriented programming (OOP) in Python
Posted on December 15, 2024, Level intermediate Resource Length medium
Object-oriented programming (OOP) in Python lets you structure your code by grouping related properties and behaviors into individual objects. You create classes as blueprints and instantiate them to form objects. With OOP, you can model real-world entities and their interactions, and create complex systems with reusable components. By David Amos.
Tags oop programming python app-development
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Docker tutorial: Using Docker with Python
Posted on May 28, 2024, Level beginner Resource Length long
This is an introductory Python Docker tutorial. By the end of this article, you will know how to use Docker on your local machine. Along with Python, we are going to run Nginx and Redis containers. By Alex Ryabtsev.
Tags python app-development containers web-development docker
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Build a blog using Django, GraphQL, and Vue
Posted on April 29, 2024, Level beginner Resource Length long
This tutorial will take you through the process of building a Django blog back end and a Vue front end, using GraphQL to communicate between them. By Philipp Acsany.
Tags restful json web-development apis python nosql
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Mastering Python for Data Science: Beyond the basics
Posted on March 18, 2024, Level beginner Resource Length medium
Python reigns supreme in the data science world, yet many aspiring (and even veteran) data scientists only scratch the surface of its true capabilities. To truly master data analysis with Python, you must venture beyond the basics and use advanced techniques tailored for efficient data manipulation, parallel processing, and leveraging specialized libraries. By Nahla Davies.
Tags python app-development web-development big-data machine-learning
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How to stream JSON data using server-sent events?
Posted on October 17, 2023, Level intermediate Resource Length medium
Server-Sent Events (SSE) is a simple and efficient technology for sending real-time updates from the server to the web browser over a single HTTP connection. By @workfall.com.
Tags python programming web-development app-development event-driven
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How to develop APIs with Django REST framework [Step-by-step guide]
Posted on October 16, 2023, Level intermediate Resource Length medium
In this article, we'll talk about how develop APIs with Django REST framework by step by step. Author believes this is going to be useful for all beginner Django developers, as REST APIs are used in every application or piece of software to connect the backend and frontend parts. If you master this, you can build all kinds of products. By Oleg Kovalyov.
Tags restful learning app-development python
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How to optimize your code for performance: A focus on Python and beyond
Posted on October 1, 2023, Level advanced Resource Length medium
For the seasoned Python developer, the notion of performance optimization is a familiar landscape—fraught with challenges yet abundant with opportunities for innovation. While churning out Python code that 'works' is easy, crafting code that performs optimally is an art. By Maria Chojnowska.
Tags python performance app-development programming
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How to deploy an AI model in Python with PyTriton
Posted on July 18, 2023, Level intermediate Resource Length medium
AI models are everywhere, in the form of chatbots, classification and summarization tools, image models for segmentation and detection, recommendation models, and more. AI machine learning (ML) models help automate many business processes, generate insights from data, and deliver new experiences. By Shankar Chandrasekaran.
Tags cio ai big-data python data-science
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Python for AI and what else?
Posted on July 8, 2023, Level beginner Resource Length medium
Python has taken over the development space and Python is definitely for AI as well as many other application arenas. In fact, it's everywhere. Ask any coder, and they'll tell you that it's easy to learn and it's often the right tool for the job. By Intersog.
Tags app-development learning python ai how-to
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Develop data visualization interfaces in Python with Dash
Posted on June 26, 2023, Level intermediate Resource Length long
In the past, creating analytical web applications was a task for seasoned developers that required knowledge of multiple programming languages and frameworks. That's no longer the case. Nowadays, you can make data visualization interfaces using pure Python. One popular tool for this is Dash. By Bob Pacheco.
Tags python programming web-development frameworks analytics
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How to upgrade your Flask application using async
Posted on June 9, 2023, Level intermediate Resource Length medium
Long before Python 3, and ChatGPT, and TikTok, poor developers had to write their web servers using *shudders* Python 2 native features. This meant no asynchronous operations. The frameworks that arose from this era proliferated and became cornerstones of web development. There might even be a synchronous Python web server showing you this text right now. But things change, and with Python 3's native support of asynchronous operations came a new standard - Asynchronous Server Gateway Interface (ASGI). By vidavolta.io.
Tags python app-development web-development
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Python classes: The power of object-oriented programming
Posted on April 30, 2023, Level intermediate Resource Length long
Python supports the object-oriented programming paradigm through classes. They provide an elegant way to define reusable pieces of code that encapsulate data and behavior in a single entity. With classes, you can quickly and intuitively model real-world objects and solve complex problems. By Leodanis Pozo Ramos.
Tags oop programming python learning