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Code and data are located at: https://github.com/NetsecExplained/Machine-Learning-for-Security-Analysts
Today, over a quarter of security products for detection have some form of machine learning built in. However, "machine learning" is nothing more than a mysterious buzzword for many security analysts. In order to properly deploy and manage these products, analysts will need to understand how the machine learning components operate to ensure they are working efficiently. In this talk, we will dive head first into building and training our own machine learning models using the 7-step machine learning process.