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Project Tutorial Proposal - Alexandre Sajus #205

@AlexandreSajus

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@AlexandreSajus

1. 🔊 Build a Voice Virtual Assistant in Python - Advanced

This project is about creating a chatbot that can process input voice from a microphone and answer using LLMs and Text-to-Speech tools.

Voice Assistant Screenshot

I created a video tutorial on YouTube about this project (24k views) and I would love for people to learn this project on Codédex.

I use Deepgram, OpenAI and Elevenlabs to transcribe the input voice, get a response and convert it to output speech. The whole code is only 100 lines of Python. You can check out the GitHub repo (486 Stars)

Voice Assistant Pipeline

2. 🖼️ Train an Object Detection Model - Advanced

This project is about learning how to train YOLO on an object detection task. I can go through how one should create the dataset, train the model and analyse results. We can use the detection of vehicles in a video game as an example task.

YOLO on vehicle detection

I also have a video and a GitHub repo about this project.

3. 💬 Create a Chatbot Web Application in Python - Medium

This is about creating a Chatbot web application using Python only by using Taipy to create a web interface and OpenAI for the LLM

Chatbot App

GitHub Repo - Text tutorial

4. 📊 Create a Sales Dashboard in Python - Medium

This is about creating a sales dashboard with filters, tables, charts and maps using Taipy.

Sales Dashboard

Video tutorial - Text tutorial - GitHub repo

PS

I just discovered Codédex because a friend of mine who's absolutely non-technical learned Python in a week thanks to your website. It is incredible how fast and enjoyable you made the learning process. In just a week, she coded her own Discord bot for fun and she is very proud of it. Seeing this impact firsthand made me want to contribute and help Codédex grow. You have something truly special on your hands!

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