Learning Objectives
- What is machine learning?
- Basic machine learning structures and algorithms
- Using neural networks to predict defective toys
Start the vm:
open detector.py file present in Desktop/NeuralNetwork folder:
Insert the codes as instructed:
After inserting all the codes:
run detect.py file:
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?
Answer
machine learning
- What ML structure aims to mimic the process of natural selection and evolution?
Answer
Genetic Algorithm
- What is the name of the learning style that makes use of labelled data to train an ML structure?
Answer
Supervised Learning
- What is the name of the layer between the Input and Output layers of a Neural Network?
Answer
Hidden Layer
- What is the name of the process used to provide feedback to the Neural Network on how close its prediction was?
Answer
Back-Propagation
- What is the value of the flag you received after achieving more than 90% accuracy on your submitted predictions?
Answer
THM{Neural.Networks.are.Neat!}
After running detector.py predictions will be saved to a file. Upload your predictions here: http://websiteforpredictions.thm:8000/ to see how well your neural network performed. If your accuracy is above 90%, you will be awarded the flag,
