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A Survey on Big Data & Deep Learning: Methods, Tools, Applications, Challenges and Future Trend


V. Vaidehi and Dr. Viji Vinod
Abstract

This paper attempts to identify the requirement of deep learning and analyses through the insights of challenges in big data. The term “Big Data” means huge data sets that can be analyzed to find patterns. Big data poses many challenging issues on data mining and information processing due to its 4V’s (Volume, Variety, Velocity and Veracity). A technique that can be used for data analysis to find abstract patterns in Big Data is Deep Learning. We can find unknown and useful patterns that were impossible so far with the help of Deep learning to Big data. Deep Learning, uses supervised and unsupervised learning to learn multilevel representations and features for the task of classification and pattern recognition.

Volume 11 | 09-Special Issue

Pages: 988-992

DOI: 10.5373/JARDCS/V11/20192661