From the course: CompTIA Advanced Security Practitioner (CASP+) (CAS-004) Cert Prep

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Deep learning

Deep learning

From the course: CompTIA Advanced Security Practitioner (CASP+) (CAS-004) Cert Prep

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Deep learning

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- So now at this point, we've already talked about artificial intelligence and machine learning, but now we're going to dive a little bit deeper and go into the concept of deep learning. Now, deep learning is a refinement of machine learning and it enables a machine to develop strategies for solving a task given a labeled data set, just like we talked about. Now, all of that so far sounds a lot like machine learning, but here's the key difference. We're going to do it without further explicit instructions. Now, this is accomplished by creating an artificial neural network or ANN. This is an architecture of input, hidden layers, and then output layers that can perform an algorithmic analysis of a dataset to achieve an outcomes objectives. Now, essentially, when you have an artificial neural network, this is the pathways that are being created based on the learning that it's going to be doing inside of this algorithm. So as it's learning, it starts making its own feedback loops of what…

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