Stack Exchange network consists of 181 Q&A communities including Stack Overflow, the largest, most trusted online community for developers to learn, share their knowledge, and build their careers.
Artificial Intelligence Stack Exchange is a question and answer site for people interested in conceptual questions about life and challenges in a world where "cognitive" functions can be mimicked in purely digital environment. It only takes a minute to sign up.
I have read a lot of information about several notions, like batch_size, epochs, iterations, but because of explanation was without numerical examples and I am not native speaker, I have some kind of problem of understanding still about those terms, so I decided to work with data. Let us suppose we have the following data
Of course, it is just subset of original data, and I want to build a neural network with three hidden layers, the first layer contains 500 nodes, it takes input three variable and on each node, there is sigmoid activation function, next layer contains 100 node and sigmoid activation, the third one contains 50 node and sigmoid again, and finally we have one output with sigmoid to convert the result into 0 or 1 that classify whether a person with those attributes is female or male.