In this video, we talk about NSL-KDD that is one of the important and popular datasets used in cybersecurity researches, and discussing how we can convert category features to numerical before applying this dataset in machine learning and deep learning project. We introduce 17 category encoders in SK-learn and explain the details of One Hot Encoder as an example.