How to pre-process time series classification data to feed in LSTM model

[Nosin_Ibna_Mahbub1 (Nosin Ibna Mahbub)]

Hi, I have a time series dataset showing the bellow figure. How can i make this dataset ready for feeding into LSTM model. Here, “every_type” is a target column and tt’s a binary classification problem.

Thanks in advance