Hands-On Exploratory Data Analysis with Python

Clustering using MiniBatch K-means clustering

In this section, we are going to use one of the unsupervised learning algorithms, that is, clustering. To be specific, we are going to cluster texts based on an algorithm named MiniBatch K-means clustering algorithm. Let's get some context regarding this.

Whenever a researcher starts working on any particular domain, they perform various literature reviews to comprehend the state of the art in any particular domain. Such a study is referred to as a review paper. When writing such review papers, you set up a set of search keywords and execute the search in many research paper indexing databases, such as scholar.google.com (https://scholar.google.com/). After performing the search in several databases, ...