Research on Big Data Analysis and Prediction System Based on Deep Learning

Abstract

Along with the rapid development of information and communication technology, the amount of global data has shown explosive growth. How to effectively analyze the huge amount of complex data, dig to realize the potential value in it and use it reasonably is one of the important topics at present. The booming development of deep learning has led to an increasing need for its use in various industries. However, the threshold of using deep learning is relatively high for general industry users, which requires a lot of time cost for learning to use and writing complex underlying models, as well as a lot of hardware cost for building deep learning frameworks such as computing servers. Based on the above-mentioned research background and current situation, this paper designs and implements a big data analysis and prediction system based on deep learning, aiming to support the use of deep learning and reduce the cost and operational complexity of users.