Machine Learning, Deep Learning, Algorithms, Loss Function, Optimization.
the above equation can be written in the product form as: This product over many probabilities can be inconvenient for a variety of reasons. For example, it is prone to numerical underflow. Also, to find the maxima/minima of this function, we can take the derivative of this function w.r.t θand