Once you know the com port, go to the Bury Update Manager and choose the correct com port and press Next (the program is now unzipping the repository) the Next button will need pressing again in a few seconds.

The networks which have many hidden layers tend to be more accurate and are called deep network and hence machine learning algorithms which uses these deep networks are called deep learning.

Typically, all the neurons in one layer, do similar kind of mathematical operations and that’s how that a layer gets its name(Except for input and output layers as they do little mathematical operations).

If you are already familiar with conv-nets(and call them conv-nets), you can move to part-2 i.e. Neural Networks are essentially mathematical models to solve an optimization problem.

One neuron can be connected to multiple neurons, like this: In this example, you can see that the weights are the property of the connection, i.e.

A neuron takes an input(say x), do some computation on it(say: multiply it with a variable w and adds another variable b ) to produce a value (say; z= wx b).

This value is passed to a non-linear function called activation function(f) to produce the final output(activation) of a neuron. One of the popular activation function is Sigmoid, which is: The neuron which uses sigmoid function as an activation function will be called Sigmoid neuron.

If some cases, people slide the windows by more than 1 pixel.