Hey Everybody!

So, i have a question, did you work with binary files? I have a "problem" because i never did, and now i have a files that is in *.bin format with values looking like this:

I need to do "pattern finding" but i have no clue how to start.

Should I convert this binary files to string's or numbers?

I have "labels" for that so I can use supervised learning, but should I?

Should I use machine learning/deep learning like Seq2seq for NMT models in tensorflow (RNN)

maybe Fully connected neural layer as encoder and as decoder. Autoencoder in Keras

or self organizing maps or restricted boltzmann machine

any clue? pelase help me out how to deal with that kind of files.