Practical Python Projects

“Practical Python Projects” is a comprehensive resource that delves into real-world applications of Python programming. The content covers a wide range of topics, including AI applications, data augmentation for machine learning, and the use of Python in web3, blockchain, and smart contracts. It explores the importance of maintaining conversation history in AI applications, demonstrates the implementation of short-term memory in a Postgres database, and discusses the challenges and solutions in enterprise RAG implementations. The document provides insights into building deterministic systems, leveraging generative AI, and utilizing tools like Spark, EMR, Airflow, and OpenSearch for creating secure and responsive knowledge bases.

Visit Practical Python Projects

Visualizing Server Locations

Hi people! I love data visualization! Who doesn’t like pretty graphs? If you go to /r/dataisbeautiful , you can spend a whole day just browsing through the posts. I wanted to be like one of the cool p...

Understanding and Decoding a JPEG Image using Python

Practical Python Projects

So far we have been focused on using already existing libraries to do most of the heavy lifting for us. This chapter is going to change that because in this chapter we are going to understand the JPEG...

Making a TUI Email Client

Practical Python Projects

Welcome back to another chapter of pure awesomeness! In this chapter, you will learn about working with emails and creating a TUI (Textual User Interface). The chapter is divided into two main parts. ...

A Music/Video GUI Downloader

Practical Python Projects

So far we have made a web API for music/video downloading and implemented a TUI for email checking. However, some people like the simplicity of a usable native GUI. I don’t blame them. I am a big suck...

Deploying Flask to Production

Practical Python Projects

Hi people! Has this message always bothered you while running Flask apps? In this chapter we will learn how to: Use a production WSGI server Use Nginx as the proxy server Dockerize the app By default ...

Acknowledgements

Practical Python Projects

None of this would have been possible without the help and support of so many different individuals over the last 2 years (and more!). I want to start by thanking my sister, Rabia, and her husband, Fa...

Afterword

Practical Python Projects

Oh boy! Look how far we got together. Here you are at the end of this book. It took me more than two years to write it but probably took you far less time to read it all. I hope you managed to learn s...

Full Page Scroll Animation Video

Practical Python Projects

In this chapter, we will continue using the amazing movie.py library. We will be using it to create full webpage scrolling videos. You might be curious as to what they are and why they are useful. Ful...

Making a Reddit + Facebook Messenger Bot

Practical Python Projects

Hi everyone! This chapter’s project is a Facebook messenger bot which serves you fresh memes, motivational posts, jokes, and shower thoughts. This project will provide an introduction to the general a...

Scraping Steam Using lxml

Practical Python Projects

Hello everyone! In this chapter, I’ll teach the basics of web scraping using lxml and Python. I also recorded this chapter in a screencast so if it’s preferred to watch me do this step by step in a vi...

FIFA World Cup Twilio Bot

Practical Python Projects

It was World Cup season just a couple of months ago, and everyone was rooting for their favorite team. For this project, why not create a bot that can help people stay updated on how the World Cup is ...

Article Summarization & Automated Image Generation

Practical Python Projects

In this chapter, we will learn how to automatically summarize articles and create images for Instagram stories. If you have been using Instagram for a while, you might have already seen a lot of media...