Python Code Tutorials

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.

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

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.

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

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

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

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

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.

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

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

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.

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

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.