Mastering Machine Learning for Penetration Testing

Questions

As we do after every chapter, we are going to give you the opportunity to practice what you learned and evaluate your skills. This chapter's GitHub repository contains a link to a botnet traffic dataset in the Practice folder:

1. Download the dataset and load it with the pandas library
2. Select suitable features
3. Identify the training and testing sets, then export them into a pickle file
4. Load the pickle file
5. Import a support vector machine classifier and fit the model
6. Train the SVM model
7. Print out the accuracy of the model built