Convolutional neural network(CNN) : explaining the 5 layers of a CNN

Definition A convolutional neural network, also called ConvNet and CNN is a computer vision algorithm and is also a class of artificial neural networks. It is mainly used for detecting and classifying images. It, at the most basic level, uses pixel data of the image which is supposed to be classified. Which might immediately make … Read more

What is an Artificial Neural Network ?

Prerequisites Basics of machine learning What is deep learning Definitions An artificial neural network(ANN) is a machine learning model inspired by biological neural network, a.k.a the human/animal brain. Structure The Perceptron A perceptron is (as some of you might know) the fundamental building block of a neural network. The approach is really simple . The … Read more

What is deep learning ?

Definition of deep learning Deep learning is a type of Machine learning that tries to mimic the way humans learn by using somethings called artificial neural networks(ANN) which basically resembles the human brain. If you are having a little experience with machine learning, you might remember different kinds of model used for different purposes. Like … Read more

What is Data science ? Definition, Applications and 5 important prerequisites

Table of content Definition 5 important prerequisites Definition Data science is a branch of Computer Science which focusses on using advanced mathematical and analytical tools and principles to extract knowledge and insight from Data for handling real life problems. Like weather prediction, spam detection, face detection etc. While many of you who have heard about … Read more