In this blog , I will cover the basic approaches to feature preprocessing for various types of features and various types of models. For now, let us divide all machine learning models into tree-based and non-tree based models. For example, decision trees classifier tries to find the most useful split…

A Convolutional Neural Network (CNN, or ConvNet) are a special kind of multi-layer neural networks, designed to recognize visual patterns directly from pixel images with minimal preprocessing.. The ImageNet project is a large visual database designed for use in visual object recognition software research. The ImageNet project runs an annual…

In today’s world machine learning is everywhere. Even though you have no idea about it or you haven’t worked on it as a developer, you’re familiar with it as a consumer. Amazon shows you a list of other recommended products that you might also like — that’s an example of…

AI is becoming a kind of buzz word. Everybody is talking about it. And this is actually justified. Because AI has been actually making breakthroughs in the last few years. So, this article will go over some basics of AI. Artificial Intelligence(AI): Intelligence is the ability to learn & solve…