Which algorithum to use when you dont have labeled data?

[sushilr007]

I'm a beginner in machine learning and deep learning. I'm trying with identifying sensitive documents by analyzing their filenames and file paths. Although I have access to data, it's unlabeled, and labelling it would be time-consuming. I could really use some guidance on how to approach this challenge. Can you help me?

[caitlon]

Hello, if you have a large amount of unlabeled data, you can use clustering (Unsupervised ML). However, if you want to interpret results, such as the names of clusters, you can label a small amount of data and use Semi-Supervised learning.