Author Archives: Dr. Vaibhav Kumar - Page 6
Identification of customers based on their choices and other behaviors is an important strategy in any organization. This identification may help in approaching customers with specific offers and products. An organization with a large number of customers may experience difficulty in identifying and placing into a record each customer individually. A huge amount of data…
The post Comparison Of K-Means & Hierarchical Clustering In Customer Segmentation appeared first on Analytics India Magazine.
In this article, we will discuss the Long-Short-Term Memory (LSTM) Recurrent Neural Network, one of the popular deep learning models, used in stock market prediction. In this task, we will fetch the historical data of stock automatically using python libraries and fit the LSTM model on this data to predict the future prices of the stock.
The post Hands-On Guide To LSTM Recurrent Neural Network For Stock Market Prediction appeared first on Analytics India Magazine.
This article presents a brief introduction to recommender systems, an introduction to singular value decomposition and its implementation in movie recommendation.
The post Singular Value Decomposition (SVD) & Its Application In Recommender System appeared first on Analytics India Magazine.