AIwithMuhammad's profile picture. AI & ML learner | Documenting my journey to frontier AI | #BuildInPublic

Muhammad Raffay

@AIwithMuhammad

AI & ML learner | Documenting my journey to frontier AI | #BuildInPublic

Muhammad Raffay reposted

This short video will make you RETHINK your entire life ‼️‼️


Just cuz I'm not active doesn't mean I am not learning lol. Been working on classification + A Kaggle Competition. Will upload the remaining notebooks 📒 soon!


Eventually ended up pushing the errors up lol. Maybe we'll give it a last and final try tomo. Will try to push MRE to 10-15%.

AIwithMuhammad's tweet image. Eventually ended up pushing the errors up lol. Maybe we'll give it a last and final try tomo.
Will try to push MRE to 10-15%.

Mutual Information just made the whole ml pipeline process easier! Correlation could only detect linear relationships whereas MI can detect any kind of relationships! Correlation is helpful too but only in linear relationships.


Been working on improving the models performance on used cars dataset and also sharpening my skills further through kaggle courses. Maybe we'll get some insights! Notebooks📒 will be available on GitHub soon! TRUST THE PROCESS!


Day 06 Notebook📒is up! R² = 0.92 RMSE ≈ 3499 MAE ≈ 2129


Leave the world a little better than you found it.


Sometimes I wonder… AI can mimic thought, but it doesn’t ache, it doesn’t long. It never feels the silence of time passing, or the beauty of a fleeting moment. Maybe the real danger isn’t AI gaining consciousness — it’s us forgetting what it means to have one.


Forgot to tell y'all Day 05 notebook📒 is up on my Github!


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