Python Code Tutorials

5 Steps to Mastering Data Preprocessing with Python

The article is a guide on data preprocessing with Python for machine learning, covering importing libraries, understanding data, handling missing data, data transformation, and encoding categorical data. It includes practical Python examples for each stage.

How to Build a Chat App using Flask in Python

Learn how to build a web-based chat room application using Flask and Flask-SocketIO libraries in Python.

Unveiling the Power of Python in Network Engineering and Automation

This article delves into how Python empowers network engineering with easy automation, efficient monitoring, enhanced security, rapid prototyping, and seamless troubleshooting, making it a cost-effective and transformative tool in the industry.

How to Create a Platformer Game in Python

Learn how to build a platformer game from scratch using PyGame library in Python.

How to Upscale Images using Stable Diffusion in Python

Learn how to use stable diffusion 4x upscaler to upscale your low-resolution images into high quality images with Huggingface transformers and diffusers libraries in Python.

How to Build a GraphQL API in Python

Learn how to leverage FastAPI, Strawberry, and PostgreSQL to build a fully functional CRUD GraphQL API server in Python.

How to Make a Maze Game in Python

Learn how to build a maze game with Pygame library in Python.

How to Edit Images using InstructPix2Pix in Python

Learn how you can edit and style images using Instruct-Pix2Pix with the help of Huggingface diffusers and transformers libraries in Python.

How to Control Generated Images by Diffusion Models via ControlNet in Python

Learn how you can control images generated by stable diffusion using ControlNet with the help of Huggingface transformers and diffusers libraries in Python.

How to Add a TLS/SSL Certificate in Python Code

Learn how to secure your Python applications with TLS/SSL certificates. Understand the importance of these cryptographic protocols, and grasp how to integrate SSL certificates into Python code using requests library.

Visual Question Answering with Transformers in Python

Learn the current state-of-the-art models (such as BLIP, GIT, and BLIP2) for visual question answering with huggingface transformers library in Python.

How to Calculate ROUGE Score in Python

Learn what is the ROUGE score and how to calculate it using rouge_score library in Python.

Setting Up Python Environment on a Dedicated Server

A guide on how to set up a Python environment on a dedicated server. It covers essential steps including connecting to the server via SSH, updating the system, installing Python and pip, creating a virtual environment, and running Python scripts.

How to Create a Slide Puzzle Game in Python

Learn how to make a slide puzzle game from scratch step by step with Pygame library in Python.

Word Error Rate in Python

Learn what is Word Error Rate (WER) metric that is widely used in Automatic Speech Recognition (ASR) and how to implement it in Python along with using third-party libraries like jiwer and evaluate.

Setting up Python on Mac: Installation Instructions and Running Your First Script

This article guides new MacBook users on setting up Python, checking for existing Python versions, and installing it if necessary. It also provides a step-by-step guide to running your first Python script.