Advent of Cyber 2023 Task 21 Day 15 Machine learning Jingle Bell SPAM - TryHackMe
Task 21 [Day 15] Machine learning Jingle Bell SPAM: Machine Learning Saves the Day!
Over the past few weeks, Best Festival Company employees have been receiving an excessive number of spam emails. These emails are trying to lure users into the trap of clicking on links and providing credentials. Spam emails are somehow ending up in the mailing box. It looks like the spam detector in place since before the merger has been disabled/damaged deliberately. Suspicion is on McGreedy, who is not so happy with the merger.
Learning Objectives
In this task, we will explore:
Different steps in a generic Machine Learning pipeline
Machine Learning classification and training models
How to split the dataset into training and testing data
How to prepare the Machine Learning model
How to evaluate the model's effectiveness
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