Mastering Transformers
Savaş Yıldırım, 2021

Practice projects to consider:

1. Implement a basic search engine: Read a set of documents and build an index of keywords. Then, implement a search function that returns a list of documents that match the query.

2. Build a recommendation system: Read a set of user-item interactions and build a recommendation system that suggests items to users based on their past behavior.

3. Create a data analysis tool: Read a large dataset and implement a tool that performs various analyses, such as calculating summary statistics, visualizing distributions, and identifying patterns and correlations.

4. Implement a graph algorithm: Study a graph algorithm such as Dijkstra's shortest path algorithm, and implement it in Python. Then, test it on real-world graphs to see how it performs.

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Probability, Statistics and Estimation (2021)
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Top 10 Python Project Ideas 💡

10 Public APIs you can use for your next project

🌍 https://restcountries.com - Country data API

🌱 https://trefle.io - Plants data API

🚀https://api.nasa.gov - Space-related API

🎵 https://developer.spotify.com - Music data API

📰 https://newsapi.org - Access news articles

🌅 https://sunrise-sunset.org/api - Sunrise and sunset times API

🐲 https://pokeapi.co - Pokémon data API

🎥 https://omdbapi.com - Movie database API

🐈 https://catfact.ninja - Cat facts API

🐶 https://thedogapi.com - Dog picture API

Python Data Structures
Oswald Campesato, 2023
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https://t.iss.one/programming_guide/550?single

Computer Vision Projects with PyTorch
Akshay Kulkarni, 2022