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:
- Download the dataset and load it with the pandas library
- Select suitable features
- Identify the training and testing sets, then export them into a pickle file
- Load the pickle file
- Import a support vector machine classifier and fit the model
- Train the SVM model
- Print out the accuracy of the model built
