Machine Learning

Natural language processing (NLP) is a significant subfield of machine learning, which deals with the interactions between machines (computers) and human (natural) languages. Natural languages are not limited to speech and conversation; they can be in writing or sign languages as well. The data for Natural Language Processing (NLP) tasks can be in different forms, […]

Dimensionality reduction is an important machine learning technique that reduces the number of features and, at the same time, retains as much information as possible. It is usually performed by obtaining a set of new principal features. As mentioned before, it is difficult to visualize data of high dimensions. Given a three-dimensional plot, we sometimes