December 2018
Intermediate to advanced
318 pages
8h 28m
English
Content preview from Hands-On Machine Learning for Cybersecurity
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Machine learning phases
The general approach to solving machine learning consists of a series of phases. These phases are consistent no matter he source of data. That is, be it structured or unstructured, the stages required to tackle any kind of data are as shown in the following diagram:
We will discuss each of the phases in detail as follows:
- The analysis phase: In this phase, the ingested data is analyzed to detect patterns in the data that help create explicit features or parameters that can be used to train the model.
- The training phase: Data parameters generated in the previous phases are used to create machine learning models in this ...
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.