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Learn Machine Learing and Splunk

Splunk is one of the most successful packages for Cybersecurity analytics, and defines seven main elements for machine learning (Figure 1):

  • Preprocessing: This defines how the data is scaled to produce the correct range (such as for numerical values to be scaled to a given range). A typical method is StandardScalar.
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Figure 1: Machine Learning Ref: https://docs.splunk.com/images/2/20/Machine-learning-quick-ref-guide.pdf

Here is a tutorial:

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