Multi-label classification on quantitative data

Hi all,
I am new to Deep Learning and I want to train a deep learning model preferably a CNN with data that looks like this.

Right now I am trying to load this data to the Dataloader but getting errors. I am just wondering if it is possible to create some kind of one-hot encoding so that the data can be passed to an embedding layer and then convolution layers.