Top 10 Cool Python Project Ideas For Beginners in 2023
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- Build An Upgraded Code Generator.
Students can create a "decoder" app that reads encrypted messages when the user enters a secret key. They can create more sophisticated code that goes beyond simple letter substitution.
- Automate Personal Habits.
There are a variety of simple apps students can create to automate or enhance various aspects of their life. It is about writing code that generates unique training plans based on personal goals and preferences.
- Recreate Board Game in Python.
There are tons of options here, from something as simple as Checkers or even more modern and advanced games. Like Ticket to Ride or Settlers of Catan.
- Build an Image Recognition App.
It's a good idea to start with handwriting recognition. There are many guided projects to help with this. Students can take it to the next level with an image recognition app.
- Create a Notification System For "Site updates".
Write a Python script that automatically checks a given URL for updates and notifies people when it finds one. (Be careful not to overload a website's servers- keep a reasonable time interval between checks.)
- Stock Prediction App.
This one requires a stock data feed and some machine-learning skills. But many people have tried this. So, Students have to work with a lot of source code.
- Create an Interactive Map.
This requires a combination of data knowledge and user interface-building skills. It can show everything: bird migrations, traffic data, and crime reports. It should be interactive in some way.
- Program a Robot.
This requires Hardware but there are many affordable options and plenty of learning resources too. Students can also check out the Raspberry Pi if they are not already thinking about it.
- Create a Sentiment Analysis Model.
There are many pre-built ones available. But students can collect a large corpus of text data and create their own. Optimize an existing sentiment analysis model for the specific text they are analyzing.
- Scrape Some Data to Analyze.
This really can be anything, from any website students want. The web is full of interesting facts, and if anybody learns about web scraping, they can collect some really unique datasets.
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