Understanding the Generative Adversarial Network
Generative Adversarial Network which is popularly known as GANs is a deep learning, unsupervised machine learning technique which is proposed in year 2014 through this research paper. The main blocks of this architecture are ;
Overview of Problem :
Short Message Service or SMS considered to be the text messaging service component of Telephone or Internet. In our day-to-day life we do receive considerable amount of SMS either from Friends, Telecom or Bank companies regarding our daily transactions or from tons of other sources. Some of these SMS texts are genuine whereas some can lead to fraudulent incidents.
Introduction and Overview of the Problem
Web Traffic Forecasting is a problem of forecasting the future page views that we can receive for given Wikipedia articles. The prediction to be carried out based on the available time series data. The data for this problem can be downloaded from here.