Automation Project: Build a Hotkey Automator with pynput
What if you could run your Python scripts just by pressing a key combination, no matter what window you’re in? With a Python pynput hotkey…
PyScript Project: Build a Full Data Dashboard (API + Pandas + Plot)
This is the project that ties all your PyScript skills together. In this guide, you’ll learn how to create a PyScript Data Dashboard. We will…
AI Project: Deploying Hugging Face with FastAPI for Async Speed
In our previous Flask project, we built an AI server. But it has a huge flaw: Flask is synchronous. If one user sends a request…
AI Project: Build a Speech-to-Speech Translator (Hugging Face)
This is a true “2026 Vision” project. We will chain two Hugging Face models together to build a speech translator. This guide will take you…
AI Project: How to Generate Image Captions (Hugging Face)
This project combines Computer Vision and NLP. In this guide, we’ll specifically focus on how to use Hugging Face Image Captioning to generate text descriptions…
AI Project: Deploy Your Fine-Tuned Model with Flask
This is the ultimate capstone project. In Deploy Hugging Face API, we deployed a pre-trained pipeline. In Fine-Tuning : Part 3, you saved your own…
Polars Project: A-to-Z Data Cleaning (The 2026 Guide)
You’ve learned all the individual Polars methods. Now, let’s put them together in one “A-to-Z” project to clean a messy dataset and look at effective…
AI Project: Build a Recommender System with Hugging Face datasets
Recommender systems are the engine of the modern internet (Netflix, Amazon, Spotify). In this post, we’ll introduce a Hugging Face Recommender System and explore how…
AI Project: Audio Classification with Hugging Face (Environmental Sounds)
We’ve used Whisper to transcribe speech, but what if you just want to know what a sound is? Hugging Face Audio Classification is a powerful…
AI Project: Visual Question Answering (VQA) with Hugging Face
This is a true “2026 Vision” project. Hugging Face VQA is at the core of what we’re building—we’re giving our AI eyes and a brain….
