Objectives
- Create a simple perceptron model
- Train the model with data
- Make predictions using the model
The Perceptron Bouncer
-
You have been working in security at the North & Coders, one of the premier pubs in the city.
-
Unfortunately, the pub has been having problems with unruly customers. They've been making noise, smashing glasses, and disturbing local residents. Worse still, some are even suspected of writing JavaScript on the premises.
-
The manager has decided enough is enough. Your task today is to write a Perceptron-based neural network which can identify unruly customers as they arrive.
-
(Yes, detecting crime before it happens is a morally-concerning idea in real life. But we're just having fun with machine learning here, so let's not overthink the story!)