Introduction to Deep Learning and Artificial Neural network.
Deep Learning is one of the major branch of Artificial Intelligence, where models will be trained in a different way as compared to machine learning. Before getting into what is Deep Learning and how the deep learning models are trained,I will discuss about one of the question which I faced most of the times " What is the difference between Machine Learning and Deep Learning? " In the previous post about Machine Learning, we have seen that data should have a set of features which uniquely defines the labels in case of ML and models will be trained with the help of few ML algorithms.But consider the example of categorizing animal pictures into different classes like cats,dogs etc.if we go with machine learning approach we have to first define the feature set attributes which will classify the animal type,features like shape,eye color, size of nose etc.The drawback of using ML approach for these kind of problem is huge size of feature set. So in order to deal with such ...