I need a full data science capstone idea include machine learning.

Expert Solution

1. Network intrusion detection system using machine learning.

Language - Python (What I used , you're free to choose another)

Dataset - CICIDS2017 (You'll find more of an idea if you check this out!)

Technology - CNN

Additional libraries/software - Wireshark, numpy , Pyshark, an IDE etc

Plenty of research papers available

2. Using machine learning to generate text through hand gesture recognition.

idea - fingertip tracking and recognizing algorithm that allows sketching of enlish text over the air in front of webcam.

Language - Python (preferred)

Dataset - EMNIST dataset

Technology - CNN

Additional libraries/software - pickle (python) , numpy , openCV etc.

** I hope you'll find this helpful. This was my capstone idea. Please feel free to comment regarding the above mentioned ideas or If you're looking for something in a particular domain. I'll be more than happy to help you out further. If you liked this solution , please give a thumbs up rating. Thanks!

venereology answered 1 year ago

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