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TryHackMe: Advent Of Cyber 2023 - Day 14

The CTO has made our toy pipeline go wrong. By infecting elves at key positions in the toy-making process, he has poisoned the pipeline and caused the elves to make defective toys!

McSkidy has started to combat the problem by placing control elves in the pipeline. These elves take measurements of the toys to try and narrow down the exact location of problematic elves in the pipeline by comparing the measurements of defective and perfect toys. However, this is an incredibly tedious and lengthy process, so he’s looking to use machine learning to optimise it.

Questions

What is the other term given for Artificial Intelligence or the subset of AI meant to teach computers how humans think or nature works?

  • Machine Learning

What is the other term given for Artificial Intelligence or the subset of AI meant to teach computers how humans think or nature works?

  • Genetic algorithm

What is the name of the learning style that makes use of labelled data to train an ML structure?

  • Unsupervised learning

What is the name of the layer between the Input and Output layers of a Neural Network?

  • Hidden Layer

What is the name of the process used to provide feedback to the Neural Network on how close its prediction was?

  • Back-Propagation

What is the value of the flag you received after achieving more than 90% accuracy on your submitted predictions?

  • THM{Neural.Networks.are.Neat!}

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