Google news uses clustering machine learning technique to group similar kind of news or articles together. Interestingly, they don’t have thousand news editors on trunk instead use the clustering technique to forms groups of similar data based on the common characteristics. Mahout is a machine learning software from Apache community that applications leverage to analyse large sets of data. Before invention of Mahout, it was too complex to a analyse large sets of data. Mahout extensively utilize Apache Hadoop to get the power parallel and distributed computing. Three machine learning techniques that offers by Mahout.
Clustering is not group data into an existing set of known categories. This is particularly useful when we are not sure how to organize the data in the first place. Google news uses this powerful technique to make change the ever-changing stream of news and articles from around the world to enabling us keep update with latest events around the globe.
Recommendation technique uses user information + community information to deliver what type of product/service etc we would like or prefer mainly when we are browsing e-commerce sites.
Page: 1 2
Data is being generated from various sources, including electronic devices, machines, and social media, across… Read More
An Apache Kafka outage occurs when a Kafka cluster or some of its components fail,… Read More
Complex event processing (CEP) is a highly effective and optimized mechanism that combines several sources… Read More
Source:- www.PacktPub.com This book focuses on data science, a rapidly expanding field of study and… Read More
Over the past few years, Apache Kafka has emerged as the top event streaming platform… Read More
In the current fast-paced digital age, many data sources generate an unending flow of information,… Read More