Em Algorithm, Step Functions, Statistics, Machine Learning, Data Science.
If you feel a bit lost at this point, remember that a simple regression model also aims at estimating P(Y |Z), i.e. the probability of Y, given that we observed our data. So, we are trying to do something similar here. Hang on for a bit more and you will see the magic. Let Y denote the output of